Projects in Awesome Lists by Animesh-Chourey
A curated list of projects in awesome lists by Animesh-Chourey .
https://github.com/animesh-chourey/ros-human-robot-interaction
A computational model simulating human-robot interaction.
bayesian-network conditional-probability python ros-melodic
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/kaggle-intro-to-machine-learning
decision-trees mean-absolute-error numpy pandas sklearn
Last synced: 05 Apr 2025
https://github.com/animesh-chourey/sequence-classification-crf-tagging
Pre-trained POS tagger used to improve Named Entity Recognition
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/gans-pytorch
Critical Analysis and Implementation of GANs (part of Deep Learning and Computer Vision module)
cnn gans image-generation pytorch
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/srcnn-pytorch
Critical Analysis and Implementation of SRCNN (part of Deep Learning and Computer Vision module)
image-enhancement psnr pytorch srcnn
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/machine-learning-with-python-ibm-coursera
IBM course on COURSERA
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/sql
Various projects in SQL focusing on several tasks
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/businessanalysis_genai
Fine Tuning GPT-3.5 and retrain new LLM to extract important information from customer complaints
api gpt-3 json large-language-models machine-learning matplotlib openai pandas python
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/pre-trained_transformers-information_extraction-and-dialogue_system
Part of the assignment from the Neural Network and NLP module
aspect-based-sentiment-analysis bert blstm cnn encoder-decoder-attention lstm word-embedding
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/frozen-lake
Various reinforcement learning algorithms implemented on the frozen lake grid world.
frozen-lake model-based-reinforcement-learning policy-evaluation policy-improvement policy-iteration q-learning reinforcement-learning sarsa value-iteration
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/leetcode
Solutions to LeetCode
hashing linked-list prefix-sum sliding-window two-pointers
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/php-practice-programs-
My attempt at writing code in PHP
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/artificial-intelligence
bfs-algorithm dfs-algorithm networkx-graph pruning ucs-algorithm
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/pommerman-agent-customized
Modified the Monte Carlo Tree Search algorithm by introducing progressive bias to refine the selection process on Pommerman game setup.
heuristic-search-algorithms monte-carlo-tree-search pommerman
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/machine-learning-andrew-ng-stanford-coursera
Machine Learning Course's Assignment
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/loan-classifier
Trained machine learning algorithms (Logistic Regression, KNN, SVM, Decision Tree) specifically, after performing visualization and pre-preocessing tasks on a loan dataset. Executed the evaluation metrics such as F1-score, Log loss and jaccard-similarity score to assess the algorithms performance.
decision-tree f1-score jaccard-similarity knn logistic-regression logloss matplotlib numpy pandas preprocessing-data svm
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/power-bi
Various projects at my attempt to learn Power BI
business-analytics data-analysis data-visualization powerbi
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/deep-learning-specialization-coursera-andrew-ng
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/word_representation-text_classification-and-machine_translation
Neural Network and NLP project
aspect-based-sentiment-analysis bag-of-words cnn embeddings encoder-decoder-attention lstm word2vec
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/face-recognition-using-eigenfaces
Learning models of human faces for recognition
eigenfaces eigenvalues eigenvectors face-recognition knn
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/character-classification-distributional-semantics
Vector Space Semantics for Similarity between Eastenders Characters
n-grams nlp pos-tagging tf-idf transformer
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/fashion-mnist-classification
For an Image Classification task on Fashion MNIST dataset, a Convolutional Neural Network is created to learn. Different combination of activation functions, weights, optimiser, learning rate and epochs are used to find an optimal set amongst them for this particular dataset.
cnn fashion-mnist image-classification learning-rate optimiser pytorch relu-layer
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/age-estimation-by-regression
Age estimation is performed from the facial images.
multiple-linear-regression partial-least-squares-regression regression-tree support-vector-regression
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/deeper-networks-for-image-classification
Deep CNN models ResNet34 and VGG16 have been trained and tested for image classification task using MNIST and CIFAR dataset (part of mini-project from the Deep learning and computer vision module)
cifar10 cnn image-classification mnist-dataset resnet34 vgg16
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/healthwave
css django django-framework html5 javascript mysqlite python
Last synced: 01 Mar 2025
https://github.com/animesh-chourey/time-benders
A collection of "TIME SERIES Projects" exploring analyzing, forecasting, and visualizing data across time.
Last synced: 18 Feb 2025
https://github.com/animesh-chourey/image-classification-using-a-bag-of-words-model
Bag-of-words model is created and classification of images using K-Nearest Neighbour (KNN) and Support Vector Machine (SVM) is performed.
bag-of-words image-descriptors knn-classifier sift-features svm-classifier
Last synced: 01 Mar 2025