ktang012's Stars
donnemartin/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
josephmisiti/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
yunjey/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
junyanz/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
lllyasviel/style2paints
sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)
rlabbe/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
kmario23/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
bentrevett/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
blei-lab/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Spandan-Madan/DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
jmschrei/pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
aleju/papers
Summaries of machine learning papers
Blizzard/s2client-api
StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.
Monika-After-Story/MonikaModDev
DDLC fan mod to extend Monika
applied-bioinformatics/An-Introduction-To-Applied-Bioinformatics
Interactive lessons in bioinformatics.
chris-chris/pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
rougier/CPP-Crash-Course
C++ Crash Course
SKTBrain/awesome-starcraftAI
A curated list of resources dedicated to StarCraft AI.
miyosuda/async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
Dentosal/python-sc2
A StarCraft II bot api client library for Python 3
PacktPublishing/TensorFlow-Machine-Learning-Cookbook
Code repository for TensorFlow Machine Learning Cookbook by Packt
dctian/DeepPiCar
Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
xiaowei-hu/pysc2-agents
This is a simple implementation of DeepMind's PySC2 RL agents.
wuhuikai/MSC
MSC: A Dataset for Macro-Management in StarCraft II
pekaalto/sc2aibot
Implementing reinforcement-learning algorithms for pysc2 -environment
greentfrapp/pysc2-RLagents
Notes and scripts for SC2LE released by DeepMind and Blizzard, more details [here](https://github.com/deepmind/pysc2).
bbss/cljsc2
Experiments with the StarCraft II AI API and Clojure.