ahmedshahriar

Ahmed Shahriar Sakib's starred repositories

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Language:Jupyter NotebookMIT26479 1373 244

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.025727 913 5177

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

Language:C++Apache-2.025627 491 4907

shap

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

Language:Jupyter NotebookMIT21957 241 2468

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Language:Jupyter NotebookMIT17888 649 184

imgaug

Image augmentation for machine learning experiments.

Language:PythonMIT14227 233 512

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Language:PythonMIT13630 129 940

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

Language:PythonMIT11635 332 102

SpaceX-API

:rocket: Open Source REST API for SpaceX launch, rocket, core, capsule, starlink, launchpad, and landing pad data.

Language:JavaScriptApache-2.010338 185 522

TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

Language:PythonMIT9001 262 267

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language:PythonAGPL-3.07990 287 22

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Language:PythonApache-2.07837 192 2275