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amazon_sentiment

Sentiment Analysis on Amazon Reviews Dataset in PyTorch

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

bulkboto3

Python package for fast and parallel transferring a bulk of files to S3 based on boto3!

ci-cd-intro

Intro to CI/CD 💻 ☁️

data_streaming

Hands on data streaming

dbt-basics

dbt-tutorial

deep-learning-audio-application-from-design-to-deployment

Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.

deep-reinforcement-learning-explained

deep_learning_in_production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deeplearningforaudiowithpython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

deploying_ml_in_production_course

Public repo for DeepLearning.AI MLEP Specialization

disaster_response_app

Implement ETL, NLP, and ML pipelines and a Web App to classify Figure Eight disaster messages

energy_consumption_prediction

Energy consumption prediction using LSTM/GRU networks in PyTorch

facial_keypoint_detection

Facial Keypoint Detection using PyTorch

fastapi_ml_docker

Deployment of ML models using FastAPI and Docker

feast-tutorial

Feast Feature Store Tutorial

fraud_detection

Fraud Detection in Python

fsdl-text-recognizer-2021-labs

Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

gramformer

A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

graph_slam

2D Landmark Detection & Robot Tracking using Offline and Online Graph SLAM (Simultaneous Localization and Mapping)

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.

iamirmasoud

Repo for my Github profile page

ibm_recommendations

Various recommendation approaches on IBM Watson platform

image_captioning

Automatic Image Captioning using PyTorch on MS COCO dataset

image_deduplicator

Find and remove duplicated or very similar images from a directory using PyTorch