Repository Index

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

• machine-learning
• jupyter-notebook
• python
• python3

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

• dl
• tensorflow2
• nlp
• ml

Introduction to Deep Neural Networks with Keras and Tensorflow

• tensorflow
• python
• tutorial
• deep-learning

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

• clever

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

• deep-learning
• neural-network
• machine-learning
• python

List of papers, code and experiments using deep learning for time series forecasting

• time-series-forecasting
• lstm-neural-networks
• lstm
• deep-learning

The repository host gives no description.

Notebooks, code samples and reference for machine learning and generative ai on Google Cloud for the Advanced Solutions Lab (ASL) bootcamps.

• google-cloud-platform
• machine-learning
• tensorflow
• adk

Project containig related material for my TensorFlow articles

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

• tensorflow
• onnx
• export
• convert

YoloV3 Implemented in Tensorflow 2.0

• tensorflow
• tf2
• yolo
• yolov3

MTCNN face detection implementation for TensorFlow, as a PIP package.

• mtcnn
• face
• detection
• tensorflow

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

• machine-learning
• deep-learning
• python
• classification

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

• deep-learning
• computer-vision
• machine-learning
• python

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

• reinforcement-learning
• tensorflow

Chess reinforcement learning by AlphaGo Zero methods.

• reinforcement-learning
• keras
• alphago-zero
• tensorflow

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

• machine-learning
• tensorflow
• tensorflow-tutorials
• tensorflow-experiments

subpixel: A subpixel convnet for super resolution with Tensorflow

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

1st place solution

• kaggle-web-traffic
• kaggle
• time-series
• timeseries

The deeplearning algorithms implemented by tensorflow

• tensorflow
• deep-learning-algorithms
• cnn
• dbn

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

• machine-learning
• javascript
• python
• tensorflow