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100-days-of-ml-code

100 Days of ML Coding

azure_docker

Always know what to expect from your data.

colabtools

Python libraries for Google Colaboratory

datascience

It consists of examples, assignments discussed in data science course taken at algorithmica.

deep-learning-nlp

:satellite: Organized Resources for Deep Learning in Natural Language Processing

deepnet

Implementations of CNNs, RNNs and cool techniques in deep learning from scratch

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extension-ffi

Examples of C extensions for PyTorch

glow

Compiler for Neural Network hardware accelerators

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

machine-learning

Examples and experiments around ML for upcoming Coding Train videos

medium-article-code

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mlops

A curated list of references for MLOps

mlops-course

A project-based course on the foundations of MLOps to responsibly develop, deploy and maintain ML.

mth594_machinelearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

notebooks

Ipython notebooks on healthcare relayed data analysis

pandas-tutorial

Jupyter Notebooks and Data Sets for Pandas Library

patrec2015

Pattern recognition course in LUT

pcb-aoi

OpenCV based automated optical PCB inspection

pyssa

Singular Spectrum Analysis for time series forecasting in Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scikit-learn

scikit-learn: machine learning in Python

scipy-2017-sklearn

Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

speech-2018-janna

Code for end-to-end ASR with neural networks, build with TensorFlow

talentsprint-workshop

TalentSprint workshop on Machine Learning in November 2017