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BoltzmannEntropy/interviews.ai

This repository provides interview preparation resources for AI and machine learning developers.

4.8K
Stable
Interview Preparation
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#data-science

datawhalechina/competition-baseline

A collection of code examples and baselines for common data science and machine learning competitions.

4.7K
Stable
Jupyter Notebook
Databases
ML Ops
Jupyter Notebook
#data-science#machine-learning#competition

Nixtla/statsforecast

A fast, open-source library for time series forecasting using statistical and econometric models.

4.7K
Active
Python
ML Ops
Databases
Python
#forecasting#time-series#statistics

FluxML/Flux.jl

Flux is a machine learning library for the Julia programming language that provides a user-friendly and expressive interface for building neural networks.

4.7K
Active
Julia
ML Ops
API Frameworks
#data-science#deep-learning#neural-networks

makcedward/nlpaug

A data augmentation library for natural language processing (NLP) tasks, enabling developers to improve model performance.

4.6K
Archived
Jupyter Notebook
Computer Vision
ML Ops
Python
#natural-language-processing#data-augmentation#computer-vision

khanhnamle1994/cracking-the-data-science-interview

A comprehensive collection of cheatsheets, books, questions, and portfolio resources for data science and machine learning interview prep.

4.5K
Archived
Jupyter Notebook
Interview Prep
Cheatsheets
#data-science#machine-learning#interview-prep

tensorflow/probability

Probabilistic reasoning and statistical analysis tools built on TensorFlow for data scientists and ML researchers.

4.4K
Active
Jupyter Notebook
ML Ops
Databases
TensorFlow
#bayesian-methods#deep-learning#machine-learning

Azure/MachineLearningNotebooks

A collection of Python notebooks with machine learning and deep learning examples using the Azure ML SDK.

4.4K
Experimental
Jupyter Notebook
ML Ops
API Frameworks
Azure
#azure#machine-learning#deep-learning

dsgiitr/d2l-pytorch

This project reproduces the book 'Dive Into Deep Learning' by adapting the code from MXNet into PyTorch.

4.3K
Archived
Jupyter Notebook
LLM Frameworks
Backend Frameworks
PyTorch
#deep-learning#computer-vision#nlp

mljar/mercury

Create interactive web apps from Python notebooks with the mercury library.

4.3K
Active
Python
AI App Builders
Full-Stack Frameworks
Python
#notebooks#jupyter#data-science

microsoft/FLAML

A fast library for AutoML and hyperparameter tuning that can be used for various machine learning tasks.

4.3K
Active
Jupyter Notebook
Automated Machine Learning
Machine Learning
Jupyter Notebook
#automated-machine-learning#hyperparameter-optimization#tabular-data

jphall663/awesome-machine-learning-interpretability

A curated list of responsible machine learning resources for interpretable AI development.

4.0K
Active
Interpretable AI
Caching
Python
#ai-safety#explainable-ml#fairness

deepchecks/deepchecks

Deepchecks is an open-source solution for thorough testing of ML models and data from research to production.

4.0K
Stable
Python
ML Ops
Data Validation
Python
#machine-learning#data-validation#model-monitoring

gopherdata/gophernotes

The Go kernel for Jupyter notebooks and nteract, enabling data science and numerical computing in Go.

4.0K
Archived
Go
Databases
CLI Tools
Jupyter
#go#data-science#jupyter

quadratichq/quadratic

A spreadsheet tool with AI capabilities for data analysis, engineering, and visualization.

4.0K
Active
Rust
LLM Frameworks
ETL & Pipelines
Rust
#ai#data-analysis#data-engineering

jeroenjanssens/data-science-at-the-command-line

A command-line toolkit for data scientists with tools for working with data, visualizing, and automating workflows.

3.9K
Archived
HTML
CLI Tools
Backend Frameworks
#data-science#cli#bash

gee-community/geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

3.9K
Active
Python
Databases
Frontend Frameworks
Jupyter
#geospatial#gis#remote-sensing

justmarkham/scikit-learn-videos

Jupyter notebooks for learning and experimenting with the popular scikit-learn machine learning library.

3.8K
Archived
Jupyter Notebook
Machine Learning
Tutorials & Courses
Python
#machine-learning#data-science#python

ruc-datalab/DeepAnalyze

DeepAnalyze is an agentic LLM for autonomous data science, automating data analysis and report generation.

3.8K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#data-analysis#agentic-ai#llm

jtablesaw/tablesaw

A high-performance Java library for data analysis, visualization, and machine learning.

3.7K
Experimental
Java
Databases
Data Visualization
#data-analysis#data-visualization#machine-learning
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