Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
☆1,069Apr 23, 2020Updated 5 years ago
Alternatives and similar repositories for Deep-Learning-For-Hackers
Users that are interested in Deep-Learning-For-Hackers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection wit…☆2,483Jun 30, 2024Updated last year
- Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of…☆189Jul 5, 2023Updated 2 years ago
- Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine☆33May 1, 2023Updated 2 years ago
- Repository containing notebooks of my posts on Medium☆2,137Sep 22, 2024Updated last year
- List of papers, code and experiments using deep learning for time series forecasting☆2,770Mar 16, 2024Updated 2 years ago
- iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transaction…☆582Jun 28, 2019Updated 6 years ago
- An attempt to implement 'DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series'☆49Sep 3, 2020Updated 5 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,201Mar 2, 2026Updated 3 weeks ago
- T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis☆5,740Jan 22, 2025Updated last year
- The repository for the course in Udemy☆16Sep 23, 2019Updated 6 years ago
- Fully coded with Google Colab.☆27May 3, 2021Updated 4 years ago
- CentOS based Docker container for Time Series Analysis and Modeling.☆22Sep 19, 2019Updated 6 years ago
- Deep Learning for Time Series Classification☆1,657Mar 18, 2023Updated 3 years ago
- Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveragi…☆2,372Mar 31, 2024Updated last year
- Master complex big data processing, stream analytics, and machine learning with Apache Spark☆18Jan 30, 2023Updated 3 years ago
- A unified framework for machine learning with time series☆9,650Updated this week
- Probabilistic time series modeling in Python☆5,146Updated this week
- Concise, modular implementation of Multi-Scale Convolutional Recurrent Encoder Decoder: https://arxiv.org/abs/1811.08055☆29Dec 27, 2021Updated 4 years ago
- Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020☆124Oct 16, 2021Updated 4 years ago
- Repository for the paper titled "Attention-based Bi-LSTM for Anomaly Detection on Time-Series Data"☆22Apr 12, 2021Updated 4 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,933Updated this week
- Serving TensorFlow models with TensorFlow Serving☆43Jan 25, 2022Updated 4 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,255Mar 5, 2026Updated 2 weeks ago
- Example machine learning pipeline with MLflow and Hydra☆95Apr 21, 2023Updated 2 years ago
- AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow☆228Jul 21, 2020Updated 5 years ago
- Natural Language Processing in Practice [Video], by Packt Publishing☆19Jan 18, 2023Updated 3 years ago
- Multi-time-horizon solar forecasting using recurrent neural network☆42Dec 20, 2020Updated 5 years ago
- NYU Deep Learning Spring 2020☆6,792Jun 16, 2025Updated 9 months ago
- ☆13Jun 29, 2017Updated 8 years ago
- List of tools & datasets for anomaly detection on time-series data.☆3,165Oct 21, 2024Updated last year
- Python code for common Machine Learning Algorithms☆4,566Jun 5, 2025Updated 9 months ago
- Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast eva…☆331Dec 11, 2018Updated 7 years ago
- My classnotes, experiments, reproducible notebooks from fast.ai Deep Learning Class (v2)☆36Jun 2, 2018Updated 7 years ago
- Source Code for 'Advanced Applied Deep Learning' by Umberto Michelucci☆39May 5, 2020Updated 5 years ago
- Anomaly detection methods and implementation☆16Feb 28, 2020Updated 6 years ago
- This repository contains the files and resources from my Daily Knowledge hunt☆20Jan 19, 2021Updated 5 years ago
- Notebooks for learning deep learning☆5,653Oct 3, 2023Updated 2 years ago
- Python scripts for time series forecasting using ARIMA and LSTM recurrent neural networks☆13Oct 5, 2020Updated 5 years ago
- An LSTM Autoencoder for rare event classification☆107Jan 10, 2020Updated 6 years ago