tzsmurf

Ahmed's starred repositories

Python

All Algorithms implemented in Python

Language:PythonMIT183510 5943 1458

wtfpython

What the f*ck Python? 😱

Language:PythonWTFPL35593 749 197

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.029608 325 5438

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Language:Jupyter NotebookApache-2.025156 1087 562

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.

Language:PythonMIT22489 1266 100

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT22343 238 2519

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Language:Jupyter NotebookMIT20356 860 155

mlflow

Open source platform for the machine learning lifecycle

Language:PythonApache-2.018197 296 3807

kubeflow

Machine Learning Toolkit for Kubernetes

Language:TypeScriptApache-2.014116 362 3895

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Language:PythonApache-2.013318 172 2743

The C++ REST SDK is a Microsoft project for cloud-based client-server communication in native code using a modern asynchronous C++ API design. This project aims to help C++ developers connect to and interact with services.

Language:C++NOASSERTION7951 423 1327

pytext

A natural language modeling framework based on PyTorch

Language:PythonNOASSERTION6341 169 135

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

CC-BY-SA-4.06208 356 30

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

Language:TeX4920 321 28

pytorch-template

PyTorch deep learning projects made easy.

Language:PythonMIT4673 55 64

Awesome-Geospatial

Long list of geospatial tools and resources

CC0-1.04047 200 16

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Language:PythonNOASSERTION3722 312 14

ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

Language:PythonBSD-3-Clause3553 149 109

ndarray

ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

Language:RustApache-2.03494 53 642

hub

A library for transfer learning by reusing parts of TensorFlow models.

Language:PythonApache-2.03462 153 702

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Language:Python2358 93 214

robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Language:PythonMIT2012 193 142

goawk

A POSIX-compliant AWK interpreter written in Go, with CSV support

Language:GoMIT1919 39 122

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

Language:PythonApache-2.01777 41 307