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Shubham Mawa's Projects

ai61002 icon ai61002

Coursework for Deep Learning: Foundations and Applications, Centre for Artificial Intelligence, IIT Kgp

algorithms icon algorithms

Repo for keeping implementations of different algorithms.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cnn-text-classification icon cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

cs60050 icon cs60050

Coursework for Machine Learning, Computer Science Department, IIT Kgp

cs60057 icon cs60057

Assignments and projects for the course: Speech and Natural Language Processing

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fasttext icon fasttext

Library for fast text representation and classification.

fixmatch icon fixmatch

A simple method to perform semi-supervised learning with limited data.

genetic-algorithms icon genetic-algorithms

Genetic algorithms - some examples, optimization algorithms - single and multiobjective, applications of genetic algorithms

im39003 icon im39003

Optimization and Heuristic Methods Lab

information-systems icon information-systems

All code for the Information Systems Lab. Implementations of python libraries like numpy, scipy, matplotlib.

kaggle-1 icon kaggle-1

A collection of Kaggle solutions. Not very polished.

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