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100-days-of-ml-code

100 Days of ML Coding

atc

A Data Mining Framework for Air Route Clustering

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

cartopy

Cartopy - a cartographic python library with matplotlib support

cd4ml-scenarios

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

cd4ml-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

clay

Clay is a framework for building RESTful backend services using best practices. It’s a wrapper around Flask.

cpr

C++ Requests: Curl for People, a spiritual port of Python Requests

dr-elephant

Dr. Elephant is a job and flow-level performance monitoring and tuning tool for Apache Hadoop and Apache Spark

dragnet

Just the facts -- web page content extraction

featran

A Scala feature transformation library for data science and machine learning

gaussian_lda

gensim

Topic Modelling for Humans

guardrail

Build LLM apps safely and securely🛡️

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

intro_to_ml_lecture_note

jldadmm

jLDADMM: A Java package for the LDA and DMM topic models

kaggle_ops

lftm

Improving Topic Models with Word Embeddings

list-of-python-api-wrappers

List of Python API Wrappers and Libraries

machine-learning-systems-design

A booklet on machine learning systems design with exercises

ml-ci-cd-demo

A demo continuous delivery pipeline for machine learning models

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pycon-apac2018

slides and code notebook for pycon apac 2018

quandb.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ray

A high-performance distributed execution engine