Discover nicknochnack/ReinforcementLearningCourse Open Source project

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

389

ImageClassification

382

RealTimeObjectDetection

A working example of RAG using LLama 2 70b and Llama Index

358

Llama2RAG

LangchainDocuments

Langchain-Crash-Course

233

MediaPipePoseEstimation

A list of machine learning GitHub repos sorted by industry.

192

machine-learning-by-industry

180

LipNet

An end-to-end walkthrough with a custom object detection pipeline for face detection!

160

FaceDetection

A lightweight walkthrough accompanying the video on Drowsiness Detection using Ultralytics YOLOv5

155

DataScienceCheatsheet

FaceRecognition

YOLO-Drowsiness-Detection

Walk through how to build a langchain x streamlit app using GPT4All

131

Nopenai

A walkthrough of using the gym-anytrading environment for reinforcement learning applications leveraging custom datasets.

128

Reinforcement-Learning-for-Trading

126

RealTimeAutomaticNumberPlateRecognition

A complete package for building custom real time object detection applications.

123

RealTimeSignLanguageDetectionwithTFJS

ANPRwithPython

TFODApp

FacialLandmarkDetection

Real time facial landmark detection with Tensorflow.JS accompanying YT vid: https://youtu.be/PyxsziqatFE

StableDiffusionApp

PythonForDataScience

A full crash course on Python for beginners with a focus on Data Science

Audio classification using Tensorflow

100

DeepAudioClassification

Body-Language-Decoder

Code-That-ReactStableDiffusion

This code accompanies the YouTube tutorial where we build a custom OpenAI environment for reinforcement learning.

OpenAI-Reinforcement-Learning-with-Custom-Environment

A real time gesture recognition app using Tensorflow.JS, a pre-trained handpose model and the fingerpose library.

GestureRecognition

TFODRPi

A full Python pipeline that allows for the scraping, summarization and sentiment calculation for stock and crypto news.

Stock-and-Crypto-News-ScrapingSummarizationSentiment

A notebook showcasing how to use mediapipe holistic for body tracking.

Full-Body-Estimation-using-Media-Pipe-Holistic

A simple Jupyter Notebook walking through how to perform time series forecasting with Facebook Prophet.

TimeSeriesForecastingProphet

A complete app utilising React.JS and Tensorflow.JS for real time object detection using COCO SSD.

RealTimeObjectDetectionTFJSReact

A starter app for use with Tensorflow.JS tutorials.

ReactComputerVisionTemplate

A quick walkthrough of creating a neural network model using the Tensorflow Sequential API.

Tensorflow-in-10-Minutes

AutoStreamlit

mlapp

MarioRL

BERTSentiment

TensorflowKeras-ReinforcementLearning

A tutorial walking through the use of Keras-RL for reinforcement learning with OpenAI gym.

GPTNeo

ChatGPTAPI

GANBasics

MoveNetLightning

A worked example of using MoveNet Lightning for real time pose estimation.

Reinforcement-Learning-for-Trading-Custom-Signals

A series of tutorials focused on OpenCV for Python

OpenCV-Basics

A live walkthrough of leveraging real time speech to text with Watson STT.

RealTimeSpeechToText

A super fast crash course to get you up to speed with Pandas.

Pandasin20Minutes

An end to end walkthrough of LLaMA CPP's server.

FakeServer

FaceIDApp

Falcon40B

PyTorchin15

MultiPoseMovenetLightning

A walkthrough demonstrating multi person tracking using movenet lighting

A tutorial showing how to train RL agents for webgames, in this case, Chrome Dino

DinoAI

StreetFighterRL

MediaPipeHandPose

A short walkthrough that demonstrates how to perform neural style transfer with a pre-trained model.

Python-Neural-Style-Transfer

SimSwap

CommentToxicity

TikTokAnalytics

BinanceEDA

Exploratory data analysis with the Binance API

A short walkthrough on using Easy OCR for Optical Character Recognition with Python and Pytorch.

EasyOCR

AdvancedHandPoseWithMediaPipe

CrewAIPropertyBot

DoomReinforcementLearning

A walkthrough demonstrating how to build a keypoint detection model for iris detection

IrisDetection

ReactChatBot

A jupyter notebook showcasing how to forecast temperature using Neural Prophet.

Forecasting-Weather-with-Neural-Prophet

Build a keynote writing agent using CrewAI and watsonx.ai.

WatsonxCrewAI

StreamlitTitanic

A walkthrough of how to generate blog posts with GPT-2 Large using Hugging Face

Generating-Blog-Posts-with-GPT-2-Large

HandPoseDetection

A walkthrough of how to use Hugging Face summarization pipelines for long post summarization.

Longform-Summarization-with-Hugging-Face

A real time pose estimation app using React and Tensorflow.JS

PosenetRealtime

RegressionMachineLearningApp

IBM Generative AI Reflex App

IBM-Generative-AI-Reflex-App

StopSign

A super fast walkthrough of NLP Text Summarization with Hugging Face Transformers.

Hugging-Face-Transformers-Summarization

BodyPixBackgroundRemoval

A quick walkthrough demonstrating how to use Pegasus for summarization.

PegasusSummarization

RapGod

MLCrashCourse

A walkthrough showing how to calculate Tensorflow Object Detection model metrics.

TensorflowObjectDetectionMetrics

A notebook walking through how to use Keras RL to solve Atari environments.

KerasRL-OpenAI-Atari-SpaceInvadersv0

A walkthrough of using Watson Speech to Text to convert audio using Python

WatsonSTT

FullStackWatsonx

An end to end walkthrough for building and deploying machine learning models with Python and Watson Machine Learning.

DeployingMachineLearningModels

Multi store and product forecasting data and code for demonstration with Data Science Dojo!

MultiStoreProductForecasting-with-Prophet

GramformerApp

Final code from the QnA Web App with React and Tensorflow.JS YouTube video

QnA-Web-App-with-React-and-Tensorflow.JS

Using PaddleOCR for prescription drug label extraction.

DrugLabelExtraction-

GameObjectDetection

Image-Augmentation

A walkthrough using Watson Visual Recognition to detect face masks.

FaceMaskObjectDetection

CNNLayers

See what CNNs see

PyCaretClassificationCrashCourse

SegmentationAPI

A walkthrough of OpenAI Codex

OpenAI-Codex

100

watsonxRAG