Ayush Mittal's repositories
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Data-Visualizations
Data Visualizations is emerging as one of the most essential skills in almost all of the IT and Non IT Background Sectors and Jobs. Using Data Visualizations to make wiser decisions which could land the Business to make bigger profits and understand the root cause and behavioral analysis of people and customers associated to it. In this Repository I have deeply discussed about Line Plots, Bar plots, Scatter Plots, and Pie Charts, Apart from that I have Discussed scientific plots, 3d plots, animated plots, interactive plots to visualize any kind of business problem and that too of any complexity.
DataInsight
Dedicated area for the development of data insight in the area of predictive analytics from churn prediction, fraud detection, and general machine learning and artificial intelligence.
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DialogStateTracking
Dialog State Tracking using End-to-End Neural Networks
Dynamic-Tensorflow-Tutorial
Tensorflow tutorial of building different dynamic recurrent neural network
Hatter
A Game Engine Written in Haskell
lstm-odyssey
Implementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.
practical_seq2seq
A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
scikit-learn
scikit-learn: machine learning in Python
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
word-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
youtube-dl
Small command-line program to download videos from YouTube.com and other video sites