Venelin Valkov
Venelin Valkov
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoenco...
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders,...
Deploy-BERT-for-Sentiment-Analysis-with-FastAPI
Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras
iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs
iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
Machine-Learning-from-Scratch
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-mean...
Deploy-Keras-Deep-Learning-Model-with-Flask
Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine
Hackers-Guide-to-Deep-Learning
Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python
percipio
Easy Data science (Machine learning) in JavaScript & Node (Multi-armed bandits, Naive Bayes)
Reproducible-ML-with-DVC
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC