Amn's repositories
keras-resources
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
scikit-learn
scikit-learn: machine learning in Python
scikit-learn-tips
:robot::zap: 50 scikit-learn tips
anicon
Animated icons for R markdown and Shiny apps
criticalML
Toward ethical, transparent and fair AI/ML: a critical reading list for engineers, designers, and policy makers
datacamp-light
Convert any blog or website to an interactive learning platform for data science
deno
A secure TypeScript runtime on V8
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
keras
Deep Learning for humans
LittleBooks
Materials for the MOSAIC "Teaching Statistics with R and RStudio"
M4comp2018
The R package M4comp2018 contains the 100000 time series from the M4-competition (https://www.m4.unic.ac.cy/)
mlcourse.ai
Open Machine Learning Course
osfr
An R package to interface with OSF (WORK IN PROGRESS)
probability
Probabilistic reasoning and statistical analysis in TensorFlow
purrr
A functional programming toolkit for R
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
r2d3maps
r2d3 experiment to draw maps in D3
raster
R raster package
rweekly.org
R Weekly
scalding
A Scala API for Cascading
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
tfjs
A WebGL accelerated JavaScript library for training and deploying ML models.
timescaledb
An open-source time-series database optimized for fast ingest and complex queries. Engineered up from PostgreSQL, packaged as an extension.
user2018
Slides and code for the 2018 useR! tutorial "Recipes for Data Processing"
wiki
The Ethereum Wiki
xaringan-logo
xaringan template with logo on all slides