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fastai-course-nlp

A Code-First Introduction to NLP course

fasttext

Library for fast text representation and classification.

free-programming-books

:books: Freely available programming books

freqtrade

Free, open source crypto trading bot

ga_python

gaussian_mixture_models

This is the code for "Gaussian Mixture Models - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

ggml

Tensor library for machine learning

gini-index-and-entropy-exercise

Gini Index and Entropy Exercise

gitignore

A collection of useful .gitignore templates

gpt-llm-trainer

hadron-collider-machine-learning

Materials for "Addressing Large Hadron Collider Challenges by Machine Learning" Coursera MOOC

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hse-nlp-solution

Solutions to Coursera Course on Natural Language Processing by Higher School of Economics (HSE).

huggingface-olm-datasets

Pipeline for pulling and processing online language model pretraining data from the web

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

intro-to-dl

Resources for "Introduction to Deep Learning" course.

javascript-algorithms

📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

kaggle-challenges

Selection of some interesting Kaggle Kernels

kaggler-template

Template for data science competitions. Includes makefiles and Python scripts for feature engineering, cross validation, ensemble, etc.

langchain-github-bot

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

longlora

Code and documents of LongLoRA and LongAlpaca

machine-learning-engineering-for-production-mlops-specialization

Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

machine-learning-pandas

Practical Full-Stack Machine Learning

machine_learning

Source codes and ppts of various machine learning courses

machine_learning_examples

A collection of machine learning examples and tutorials.

make_money_with_tensorflow

This is the code for "Make Money with Tensorflow" by Siraj Raval on Youtube

make_money_with_tensorflow_2.0

This is the code for "Make Money with Tensorflow 2.0" by Siraj Raval

metis_project_5_airbnb_pricing

Project 5 during the Metis Data Science Program - Pricing Tool for Airbnb Hosts