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3.1-firebase-basics

Firebase - The Basics

academic-budget-bert

Repository containing code for "How to Train BERT with an Academic Budget" paper

alpaca-lora

Instruct-tune LLaMA on consumer hardware

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphavantager

A lightweight R interface to the Alpha Vantage API

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

anomalous-acm

Anomalous time series package for R (ACM)

anomalydetection

Anomaly Detection with R

arduino_stim

tDCS with Arduino device

augmented-traffic-control

Augmented Traffic Control: A tool to simulate network conditions

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

bbc_news_classification_comparison

BBC News classification algorithm comparison

benchm-dl

Playing with various deep learning tools and network architectures

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bitcoinbook

Mastering Bitcoin - Unlocking digital currencies - Early Release Draft

breakoutdetection

Breakout Detection via Robust E-Statistics

cad

Contextual Anomaly Detector

classical-piano-composer

classifying_flowers_with_transfer_learning

This project is part of the Data Scientist Nanodegree Program and consists of training an image classifier to recognize different species of flowers.

cloudgene

A framework to build Software As A Service (SaaS) platforms for data analysis pipelines.

cluster-synthetic-time-series

costsensitiveclassification

CostSensitiveClassification Library in Python

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid-19-forecasts

datasciencecoursera

Data Science Toolbox Repo

datasharing

The Leek group guide to data sharing

datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).