tangzk's repositories
ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
Amazon_Forest_Computer_Vision
Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
BMPrinciples
A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or laws in the future
coursera-scala
This repository contains the code for the Functional Programming Principles in Scala course by Coursera given by Martin Odersky, creator of Scala. It however contains some other ideas of my own, so it can't be considered a true repository of that course.
CS228T.2012
The programming assignments from CS228T offered in Spring 2012 at Stanford
DBLP-parser
Parses the dblp database to calculate your Knuth number
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
kaggle_ndsb2
3rd place solution for the second kaggle national datascience bowl
LDAGibbsSampling
yangliuy's implementation for Gibbs Sampling of LDA
NeighborRank
A comparison of K-NN graph versus term-based indexed searching.
obs-tower2
My solution to the Unity Obstacle Tower Challenge
pli-toolbox
A MATLAB Toolbox for Probabilistic Learning and Inference
pytorch-a3c-mujoco
Implement A3C for Mujoco gym envs
PyTorchText
[知乎看山杯](https://biendata.com/competition/zhihu/final-leaderboard/) init队解决方案
scala-dist
Additional code relevant to creating a scala distribution.
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
TorchCraft
Connecting Torch to StarCraft