a-first-course-on-deep-learning-notes

Disclaimer: This is the detailed notes for PadhAI onefourthlabs course “A First Course on Deep Learning".

advanced-replay-strategies

ai-gym-trainer

An assistant to help you with the gym excersises

ai-gym_trainer1

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

ankurneural

Glorified About me!

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-public-datasets

A topic-centric list of HQ open datasets.

beginner_scripts

capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

cnn-benchmarks

Benchmarks for popular CNN models

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

enigma

Enigma(Coder/Decoder) Simulation, ~ World War Winner

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

her

Replay memory Stratergies!

hitchhikers-guide

The Hitchhiker's Guide to Data Science for Social Good

hw3_

igan

Interactive Image Generation via Generative Adversarial Networks

machine-learning-algorithms-with-pyspark

In this Complete process in machine learning is discussed and done with pyspark .

ml4a-ofx

A collection of openFrameworks apps for working with machine learning

mlviz

Visualizations of machine learning algorithms

nlp-exercises

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

ppo-for-beginners

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

pyphi

pyPhi is a python package to perform multivariate analysis using PCA and PLS methods