Shubham Mawa's Projects
A open-source platform for online course-based learning and education.
Age and Gender Estimation of a person from face images
Coursework for Deep Learning: Foundations and Applications, Centre for Artificial Intelligence, IIT Kgp
Repo for keeping implementations of different algorithms.
Scenarios, tutorials and demos for Autonomous Driving
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
Convolutional Neural Network for Text Classification in Tensorflow
Coursework for Machine Learning, Computer Science Department, IIT Kgp
Assignments and projects for the course: Speech and Natural Language Processing
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Assignments of the deeplearning.ai specialization
MA29005 : Design and Analysis of Algorithms Lab
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
The source code for Eklavya 4.0 for IGVC 2015
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Library for fast text representation and classification.
A simple method to perform semi-supervised learning with limited data.
Solution for the Assigned Problem
Genetic algorithms - some examples, optimization algorithms - single and multiobjective, applications of genetic algorithms
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
Optimization and Heuristic Methods Lab
Simulation Lab
All code for the Information Systems Lab. Implementations of python libraries like numpy, scipy, matplotlib.
Kaggle competitions
A collection of Kaggle solutions. Not very polished.