iamtomcheng Goto Github PK

al-go-rithms

:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/

algs4

Algorithms, 4th edition textbook code and libraries

an_intro_to_probabilistic_programming

This is the code for the "An intro to probabilistic programming with Uber's Pyro" by Siraj Raval on Youtube

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

books

some books

cloudchambertrackclassification

coding-interview-university

A complete computer science study plan to become a software engineer.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

deep-learning-v2-pytorch

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

dgcnn

differentiable_neural_computer_live

docker-course-xgboost

Materials for an online-course - "Practical XGBoost in Python"

ds30

Data Science in 30 Minutes

ds30_3

Data Science in 30 Minutes #3 - Holt-Winters and exponential smoothing

fastai

The fast.ai deep learning library, lessons, and tutorials

geeks-for-geeks-median-in-running-integers

generative_adversarial_networks_live

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

halite-ii

Season 2 of @twosigma's artificial intelligence programming challenge

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hls4ml

Machine learning in FPGAs using HLS

how-to-predict-stock-prices-easily-demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

htmlportfolioproject

Code School Project: HTML + CSS Portfolio

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

iamtomcheng.github.io

interviews

Everything you need to know to get the job.

lectures

Oxford Deep NLP 2017 course

machine-learning-dataschool

Detailed notes and code to learn the basics of machine learning with scikit-learn.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine_learning_basics

Plain python implementations of basic machine learning algorithms