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advanced-machine-learning

Course from National Research University Higher School of Economics

ahp

层次分析法

business-metrics-for-data-driven-companies

clrs

:notebook:Solutions to Introduction to Algorithms

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

coursera

Quiz & Assignment of Coursera

coursera-applied-data-science-with-python

Repository for coursera specialization Applied Data Science with Python by University of Michigan

coursera-probabilisticgraphicalmodels

The homework assignments finished for the coursera specialization "Probabilistic Graphical Models"

coursera_math-galois-theory

Notes, exercises, and quizzes from the Coursera Galois Theory course.

cs224n

Stanford CS224n Winter 2019

cs229t

Statistical Learning Theory (CS229T) Lecture Notes

datasciencecoursera

datasciencecoursera-1

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

datasharing

The Leek group guide to data sharing

de-identify-sensitive-data-for-cybersecurity-use-cases-e.g.-pii-and-phi-data-in-unstructured-text-an

Berkeley capstone

deeplearning-assignment

吴恩达-深度学习-课后作业-答案与总结

gcp-ml-02-advanced-ml-with-tf-on-gcp

Materials (but no videos) from Coursera's "Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization"

gibbs-lda

GibbsLDA++, Latent Dirichlet Allocation using Gibbs sampling

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

machine_learning

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

notebooks

machine learning compilation

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

parallel-computing

parallel-computing-with-cuda

predicting-rain-tomorrow-in-australia

This dataset contains daily weather observations from numerous Australian weather stations. The target variable RainTomorrow means: Did it rain the next day? Yes or No.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

ranger-deep-learning-optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

relax

Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.

seaborn-data

Data repository for seaborn examples