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adv-ml-practical_rl

Solutions to Coursera hosted course for RL https://www.coursera.org/learn/practical-rl

ai-papers

ML/DL papers which I found useful. Lots of them.

autonlp

🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

awesome-rl

Reinforcement learning resources curated

aws-docker-talk

bayesian-methods-for-ml

Materials for "Bayesian Methods for Machine Learning" Coursera MOOC

books_forked

some books

causal_impact

Python package for causal inference using Bayesian structural time-series models.

code-vault

Collection of useful notebooks and snippets

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

cookbook-code

[DEPRECATED] See the new edition:

coursera-advanced-machine-learning-specialization

Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

coursera-aml3-bayesian-methods

Coursera, Advanced Machine Learning specialization, course 3: Bayesian Methods for Machine Learning

coursera-dl

Script for downloading Coursera.org videos and naming them.

cqf-1

The CQF program

cqf-finalproject

Certificate in Quantitative Finance Final Project

cs224n-winter17-notes

Course notes for CS224N Winter17

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasciencepython

common data analysis and machine learning tasks using python

datascienceresources

Open Source Data Science Resources.

deep-learning-boot-camp

A community run, 5-day PyTorch Deep Learning Bootcamp

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-coursera-complete

Deep Learning Specialization by Andrew Ng on Coursera - My Completed Coursework Repo - All 5 Courses

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning.ai

deeplearning.ai课程资料

deeplearning.ai-1

Some work of Andrew Ng's course on Coursera