corpus.blog
41554 blogs · [ { "id": "01a0821e-78fc-71a3-a0b0-f0010c3f2d58", "title": "Non-Negative Matrix Factorization for Text Classification and Recommendation", "url": "https://sandipanweb.wordpress.com/2023/12/06/non-negative-matrix-factorization-to-solve-text-classification-and-recommendation-problems/", "published_at": "2023-12-06T10:39:56+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010c59783a", "title": "Histopathologic Cancer Detection with CNN – VGG16/ VGG19/ ResNet50", "url": "https://sandipanweb.wordpress.com/2023/03/26/histopathologic-cancer-detection-with-cnn/", "published_at": "2023-03-26T11:35:12+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010caa64bb", "title": "Custom Object Detection with transfer learning with pre-trained YOLO-V4 model", "url": "https://sandipanweb.wordpress.com/2022/01/17/custom-object-detection-with-transfer-learning-with-pre-trained-yolo-v4-model/", "published_at": "2022-01-17T15:19:23+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010d1df555", "title": "Implementing a few algorithms with python from scratch", "url": "https://sandipanweb.wordpress.com/2021/12/05/implementing-a-few-algorithms-with-python/", "published_at": "2021-12-04T19:08:31+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010db0f0e1", "title": "Probabilistic Deep Learning with Tensorflow", "url": "https://sandipanweb.wordpress.com/2021/09/01/probabilistic-deep-learning-with-tensorflow/", "published_at": "2021-08-31T21:40:37+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010e00f19b", "title": "Machine learning with H2O in R / Python", "url": "https://sandipanweb.wordpress.com/2021/08/14/machine-learning-with-h2o-in-r-python/", "published_at": "2021-08-14T10:43:17+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010e72be3d", "title": "NLP with Bangla: semantic similarity with word2vec, Deep learning (RNN) to generate Bangla song-like texts and to do sentiment analysis on astrological prediction dataset, creating a simple Bangla ChatBot using RASA NLU with Python", "url": "https://sandipanweb.wordpress.com/2021/01/09/nlp-with-bangla-semantic-similarity-with-word2vec-and-generating-bangla-text-with-lstm/", "published_at": "2021-01-08T19:29:32+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010e96a23a", "title": "Travelling Salesman Problem (TSP) with Python", "url": "https://sandipanweb.wordpress.com/2020/12/08/travelling-salesman-problem-tsp-with-python/", "published_at": "2020-12-08T07:53:50+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010eeaf537", "title": "Coping with a few NP-Hard Problems with Python", "url": "https://sandipanweb.wordpress.com/2020/12/08/coping-with-a-few-np-hard-problems-with-python/", "published_at": "2020-12-08T07:44:21+00:00" }, { "id": "01a0821e-78fc-71a3-a0b0-f0010f9d7f19", "title": "Graph Algorithms with Python", "url": "https://sandipanweb.wordpress.com/2020/12/08/graph-algorithms-with-python/", "published_at": "2020-12-08T07:23:49+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcf7c38a26", "title": "Implementing a few Advanced Algorithms with Python", "url": "https://sandipanweb.wordpress.com/2020/12/08/implementing-a-few-advanced-algorithms-with-python/", "published_at": "2020-12-07T18:50:04+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcf851fbc3", "title": "Gaussian Process Regression With Python", "url": "https://sandipanweb.wordpress.com/2020/12/08/gaussian-process-regression-with-python/", "published_at": "2020-12-07T18:33:32+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcf8bde914", "title": "Simulating a Turing Machine with Python and executing programs on it", "url": "https://sandipanweb.wordpress.com/2020/08/08/simulating-a-turing-machine-with-python-and-executing-programs/", "published_at": "2020-08-08T00:01:51+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcf9b4fa08", "title": "Solving Some Image Processing and Computer Vision Problems with Python libraries", "url": "https://sandipanweb.wordpress.com/2018/10/12/solving-some-image-processing-and-computer-vision-problems-with-python-libraries/", "published_at": "2018-10-12T22:46:21+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcfa1e4269", "title": "Solving Some Image Processing Problems with Python libraries", "url": "https://sandipanweb.wordpress.com/2018/07/30/some-image-processing-problems/", "published_at": "2018-07-30T20:21:34+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcfad72a3c", "title": "Detection of a Human Object with HOG Descriptor Features using SVM (Primal QuadProg implementation using CVXOPT) in Python", "url": "https://sandipanweb.wordpress.com/2018/06/30/detection-of-a-human-object-with-hog-descriptor-features-using-svm-primal-quadprog-implementation-using-cvxopt-in-python/", "published_at": "2018-06-30T22:50:46+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcfbaaa9e5", "title": "Few Machine Learning Problems (with Python implementations)", "url": "https://sandipanweb.wordpress.com/2018/05/31/8626/", "published_at": "2018-05-31T19:07:33+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcfbe56005", "title": "Implementing PEGASOS: Primal Estimated sub-GrAdient SOlver for SVM, Logistic Regression and Application in Sentiment Classification (in Python)", "url": "https://sandipanweb.wordpress.com/2018/04/29/implementing-pegasos-primal-estimated-sub-gradient-solver-for-svm-using-it-for-sentiment-classification-and-switching-to-logistic-regression-objective-by-changing-the-loss-function-in-python/", "published_at": "2018-04-29T00:18:37+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcfc096451", "title": "Implementing a Soft-Margin Kernelized Support Vector Machine Binary Classifier with Quadratic Programming in R and Python", "url": "https://sandipanweb.wordpress.com/2018/04/23/implementing-a-soft-margin-kernelized-support-vector-machine-binary-classifier-with-quadratic-programming-in-r-and-python/", "published_at": "2018-04-23T16:51:20+00:00" }, { "id": "01a0bdfc-5025-73b2-9c2c-54fcfcf579f0", "title": "Some Reinforcement Learning: The Greedy and Explore-Exploit Algorithms for the Multi-Armed Bandit Framework in Python", "url": "https://sandipanweb.wordpress.com/2018/04/03/some-reinforcement-learning-the-greedy-and-explore-exploit-algorithms-for-the-multi-armed-bandit-framework/", "published_at": "2018-04-03T21:59:19+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f355dfa9", "title": "Autonomous Driving – Car detection with YOLO Model with Keras in Python", "url": "https://sandipanweb.wordpress.com/2018/03/11/autonomous-driving-car-detection-with-yolo-in-python/", "published_at": "2018-03-11T00:32:31+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f4539d97", "title": "Implementing Lucas-Kanade Optical Flow algorithm in Python", "url": "https://sandipanweb.wordpress.com/2018/02/25/implementing-lucas-kanade-optical-flow-algorithm-in-python/", "published_at": "2018-02-25T21:41:23+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f4842273", "title": "Efficient Graph-Based Image Segmentation in Python", "url": "https://sandipanweb.wordpress.com/2018/02/25/graph-based-image-segmentation-in-python/", "published_at": "2018-02-25T00:41:59+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f54fe92f", "title": "Interactive Image Segmentation with Graph-Cut in Python", "url": "https://sandipanweb.wordpress.com/2018/02/11/interactive-image-segmentation-with-graph-cut/", "published_at": "2018-02-11T00:45:57+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f5a4a170", "title": "Image Colorization Using Optimization in Python", "url": "https://sandipanweb.wordpress.com/2018/01/27/image-colorization-using-optimization-in-python/", "published_at": "2018-01-27T01:09:09+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f6082796", "title": "Recursive Graphics, Bi/Tri-linear Interpolation, Anti-aliasing and Image Transformation in Python", "url": "https://sandipanweb.wordpress.com/2018/01/21/recursive-graphics-bilinear-interpolation-and-image-transformation-in-python/", "published_at": "2018-01-21T20:52:38+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f646f5a8", "title": "Hand-Gesture Classification using Deep Convolution and Residual Neural Network (ResNet-50) with Tensorflow / Keras in Python", "url": "https://sandipanweb.wordpress.com/2018/01/20/hand-gesture-classification-using-deep-convolution-and-residual-neural-network-with-tensorflow-keras-in-python/", "published_at": "2018-01-20T01:22:56+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f6dac73e", "title": "Some Applications of Markov Chain in Python", "url": "https://sandipanweb.wordpress.com/2018/01/12/some-applications-of-markov-chain/", "published_at": "2018-01-12T23:33:10+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f6ecf003", "title": "Classifying a Face as Happy/Unhappy and Face Recognition using a Pre-trained Deep Inception Network with Keras in Python", "url": "https://sandipanweb.wordpress.com/2018/01/07/classifying-a-face-image-as-happy-unhappy-and-face-recognition-using-deep-learning-convolution-neural-net-with-keras-in-python/", "published_at": "2018-01-07T00:15:41+00:00" }, { "id": "01a0be05-f29f-7101-8624-1077f710bc9e", "title": "EigenFaces and A Simple Face Detector with PCA/SVD in Python", "url": "https://sandipanweb.wordpress.com/2018/01/06/eigenfaces-and-a-simple-face-detector-with-pca-svd-in-python/", "published_at": "2018-01-06T01:50:43+00:00" }, { "id": "01a0be11-365d-703b-8e08-ab76d2478756", "title": "Deep Learning & Art: Neural Style Transfer – An Implementation with Tensorflow (using Transfer Learning with a Pre-trained VGG-19 Network) in Python", "url": "https://sandipanweb.wordpress.com/2018/01/02/deep-learning-art-neural-style-transfer-an-implementation-with-tensorflow-in-python/", "published_at": "2018-01-02T21:56:33+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f71130ba", "title": "Data Science with Python: Exploratory Analysis with Movie-Ratings and Fraud Detection with Credit-Card Transactions", "url": "https://sandipanweb.wordpress.com/2017/12/16/data-science-with-python-exploratory-analysis-with-movie-ratings-and-fraud-detection-with-credit-card-transactions/", "published_at": "2017-12-16T22:36:20+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f7ccb8da", "title": "Some Computational Photography: Image Quilting (Texture Synthesis) with Dynamic Programming and Texture Transfer (Drawing with Textures) in Python", "url": "https://sandipanweb.wordpress.com/2017/10/24/some-computational-photography-image-quilting-texture-synthesis-with-dynamic-programming-and-texture-transfer-in-python/", "published_at": "2017-10-24T22:43:31+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f7e3c0e6", "title": "Feature Detection with Harris Corner Detector and Matching images with Feature Descriptors in Python", "url": "https://sandipanweb.wordpress.com/2017/10/22/feature-detection-with-harris-corner-detector-and-matching-images-with-feature-descriptors-in-python/", "published_at": "2017-10-22T00:48:53+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f7f1bd16", "title": "Seam Carving: Using Dynamic Programming to implement Content-Aware Image Resizing in Python", "url": "https://sandipanweb.wordpress.com/2017/10/14/seam-carving-using-dynamic-programming-to-implement-context-aware-image-resizing-in-python/", "published_at": "2017-10-14T23:18:49+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f886e7c6", "title": "Measuring Semantic Relatedness using the Distance and the Shortest Common Ancestor and Outcast Detection with Wordnet Digraph in Python", "url": "https://sandipanweb.wordpress.com/2017/10/13/measuring-semantic-relatedness-with-wordnet-in-python/", "published_at": "2017-10-13T21:25:21+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f88b2697", "title": "Some more Variational Image Processing: Diffusion, TV Denoising, TV Image Inpainting in Python", "url": "https://sandipanweb.wordpress.com/2017/10/08/some-more-variational-image-processing-diffusiontv-denoising-image-inpainting/", "published_at": "2017-10-08T22:55:53+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f92c737a", "title": "Some Variational Image Processing: Poisson Image Editing and its applications in Python", "url": "https://sandipanweb.wordpress.com/2017/10/03/some-variational-image-processing-possion-image-editing-and-its-applications/", "published_at": "2017-10-03T21:32:14+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6f9c489c6", "title": "Some more Social Network Analysis with Python: Centrality, PageRank/HITS, Random Network Generation Models, Link Prediction", "url": "https://sandipanweb.wordpress.com/2017/09/22/some-more-social-network-analysis-with-python/", "published_at": "2017-09-22T00:02:43+00:00" }, { "id": "01a0be11-365e-73fe-949a-ebf6fa8472fc", "title": "Some Social Network Analysis with Python", "url": "https://sandipanweb.wordpress.com/2017/09/20/some-social-network-analysis-with-python/", "published_at": "2017-09-20T23:04:31+00:00" } ] posts Claim your blog
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Blog · corpus.blog/blogs/sandipanweb.wordpress.com/posts

Sandipan Dey

sandipanweb.wordpress.com

2023

Non-Negative Matrix Factorization for Text Classification and Recommendationoriginal ↗
6 Dec 2023
Histopathologic Cancer Detection with CNN – VGG16/ VGG19/ ResNet50original ↗
26 Mar 2023

2022

Custom Object Detection with transfer learning with pre-trained YOLO-V4 modeloriginal ↗
17 Jan 2022

2021

Implementing a few algorithms with python from scratchoriginal ↗
4 Dec 2021
Probabilistic Deep Learning with Tensorfloworiginal ↗
31 Aug 2021
Machine learning with H2O in R / Pythonoriginal ↗
14 Aug 2021
NLP with Bangla: semantic similarity with word2vec, Deep learning (RNN) to generate Bangla song-like texts and to do sentiment analysis on astrological prediction dataset, creating a simple Bangla ChatBot using RASA NLU with Pythonoriginal ↗
8 Jan 2021

2020

Travelling Salesman Problem (TSP) with Pythonoriginal ↗
8 Dec 2020
Coping with a few NP-Hard Problems with Pythonoriginal ↗
8 Dec 2020
Graph Algorithms with Pythonoriginal ↗
8 Dec 2020
Implementing a few Advanced Algorithms with Pythonoriginal ↗
7 Dec 2020
Gaussian Process Regression With Pythonoriginal ↗
7 Dec 2020
Simulating a Turing Machine with Python and executing programs on itoriginal ↗
8 Aug 2020

2018

Solving Some Image Processing and Computer Vision Problems with Python librariesoriginal ↗
12 Oct 2018
Solving Some Image Processing Problems with Python librariesoriginal ↗
30 Jul 2018
Detection of a Human Object with HOG Descriptor Features using SVM (Primal QuadProg implementation using CVXOPT) in Pythonoriginal ↗
30 Jun 2018
Few Machine Learning Problems (with Python implementations)original ↗
31 May 2018
Implementing PEGASOS: Primal Estimated sub-GrAdient SOlver for SVM, Logistic Regression and Application in Sentiment Classification (in Python)original ↗
29 Apr 2018
Implementing a Soft-Margin Kernelized Support Vector Machine Binary Classifier with Quadratic Programming in R and Pythonoriginal ↗
23 Apr 2018
Some Reinforcement Learning: The Greedy and Explore-Exploit Algorithms for the Multi-Armed Bandit Framework in Pythonoriginal ↗
3 Apr 2018
Autonomous Driving – Car detection with YOLO Model with Keras in Pythonoriginal ↗
11 Mar 2018
Implementing Lucas-Kanade Optical Flow algorithm in Pythonoriginal ↗
25 Feb 2018
Efficient Graph-Based Image Segmentation in Pythonoriginal ↗
25 Feb 2018
Interactive Image Segmentation with Graph-Cut in Pythonoriginal ↗
11 Feb 2018
Image Colorization Using Optimization in Pythonoriginal ↗
27 Jan 2018
Recursive Graphics, Bi/Tri-linear Interpolation, Anti-aliasing and Image Transformation in Pythonoriginal ↗
21 Jan 2018
Hand-Gesture Classification using Deep Convolution and Residual Neural Network (ResNet-50) with Tensorflow / Keras in Pythonoriginal ↗
20 Jan 2018
Some Applications of Markov Chain in Pythonoriginal ↗
12 Jan 2018
Classifying a Face as Happy/Unhappy and Face Recognition using a Pre-trained Deep Inception Network with Keras in Pythonoriginal ↗
7 Jan 2018
EigenFaces and A Simple Face Detector with PCA/SVD in Pythonoriginal ↗
6 Jan 2018
Deep Learning & Art: Neural Style Transfer – An Implementation with Tensorflow (using Transfer Learning with a Pre-trained VGG-19 Network) in Pythonoriginal ↗
2 Jan 2018

2017

Data Science with Python: Exploratory Analysis with Movie-Ratings and Fraud Detection with Credit-Card Transactionsoriginal ↗
16 Dec 2017
Some Computational Photography: Image Quilting (Texture Synthesis) with Dynamic Programming and Texture Transfer (Drawing with Textures) in Pythonoriginal ↗
24 Oct 2017
Feature Detection with Harris Corner Detector and Matching images with Feature Descriptors in Pythonoriginal ↗
22 Oct 2017
Seam Carving: Using Dynamic Programming to implement Content-Aware Image Resizing in Pythonoriginal ↗
14 Oct 2017
Measuring Semantic Relatedness using the Distance and the Shortest Common Ancestor and Outcast Detection with Wordnet Digraph in Pythonoriginal ↗
13 Oct 2017
Some more Variational Image Processing: Diffusion, TV Denoising, TV Image Inpainting in Pythonoriginal ↗
8 Oct 2017
Some Variational Image Processing: Poisson Image Editing and its applications in Pythonoriginal ↗
3 Oct 2017
Some more Social Network Analysis with Python: Centrality, PageRank/HITS, Random Network Generation Models, Link Predictionoriginal ↗
22 Sept 2017
Some Social Network Analysis with Pythonoriginal ↗
20 Sept 2017