Shivanshu Gupta's repositories
cs294-158-sp20-deep-unsupervised-learning-ucb
Notes and Homeworks for the advanced course on Deep Unsupervised Learning taught by Peter Abbeel at UC Berkeley.
cs285-fa19-deep-reinforcement-learning-ucb
Notes and Homeworks for the advanced course on Deep Reinforcement Learning taught by Sergey Levine at UC Berkeley.
probability-course
Notes for Intro to Probability, Statistics and Random Processes course.
foundations-of-machine-learning-david-rosenberg
Notes for the Foundations of Machine Learning Course by David Rosenberg.
exercises-in-programming-style
Comprehensive collection of programming styles using a simple computational task, term frequency
scikit-learn
scikit-learn: machine learning in Python
Visual-Question-Answering
CNN+LSTM, Attention based, and MUTAN-based models for Visual Question Answering
mlcourse
Machine learning course materials.
Matrix-Calculus
Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导方法
Pytorch-POS-Tagger
Part-of-Speech Tagger and custom implementations of LSTM, GRU and Vanilla RNN
WikiTablesQA
Machine Comprehension on the WikiTableQuestions Dataset (Forked from allenai/pnp)
Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
web-scrapers
A repository of my web-scraping projects
hierarchical-attention-network
Hierarchical Attention Network for Sentiment Analysis
Sentiment-Analysis-SVM
Sentiment Analysis using SVM Classifier
nlp_tasks
Natural Language Processing Tasks and References
AlexNet-Experiments
Experiments with AlexNet architecture for Image Classification
tips
Most commonly used git tips and tricks.
Pytorch-Double-DQN
Pytorch Implementation of Double DQN Algorithm
Cloud-Vault
Cloud Vault - Desktop app for secure, reliable and consolidated cloud storage
Cloud-Vault-Android
Cloud Vault - Android app for secure, reliable and consolidated cloud storage
pnp
Probabilistic Neural Programming
WifiTrilateration
Wifi Radio Signal Strength (RSS) based Indoor Location Determination
NotifyMe
An android app for managing promotional messages and notifications.