Pinned Repositories
AmazonSageMakerCourse
SageMaker Course Material
Awesome-Mobile-Machine-Learning
A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices.
bayesian-machine-learning
Notebooks related to Bayesian methods for machine learning
bot-survey-engine
cat_vs_dog
A simple network trained for cat vs dog classification. This should serve as an illustrative example on how to tune your deep network.
CC-Linear-mixed-models
Introduction to linear mixed models
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
Electron
An autonomous deep learning indoor delivery robot made with Jetson
Machine-Learning-Notes
周志华《机器学习》手推笔记
Xiaofei1010's Repositories
Xiaofei1010/DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
Xiaofei1010/Machine-Learning-Notes
周志华《机器学习》手推笔记
Xiaofei1010/AmazonSageMakerCourse
SageMaker Course Material
Xiaofei1010/Awesome-Mobile-Machine-Learning
A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices.
Xiaofei1010/bayesian-machine-learning
Notebooks related to Bayesian methods for machine learning
Xiaofei1010/cat_vs_dog
A simple network trained for cat vs dog classification. This should serve as an illustrative example on how to tune your deep network.
Xiaofei1010/CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Xiaofei1010/datacamp-python-data-science-track
All the slides, accompanying code and exercises all stored in this repo. 🎈
Xiaofei1010/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
Xiaofei1010/faceswap
Non official project based on original /r/Deepfakes thread. Many thanks to him!
Xiaofei1010/fp-dataset-artifacts
Final project starter code for NLP classes at UT Austin: provides a HuggingFace trainer to enable studying of dataset artifacts.
Xiaofei1010/Freenove_4WD_Smart_Car_Kit_for_Raspberry_Pi
Apply to FNK0043
Xiaofei1010/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Xiaofei1010/Java_exercise
Java Exercise
Xiaofei1010/Keras-GAN
Keras implementations of Generative Adversarial Networks.
Xiaofei1010/learning-spark
Example code from Learning Spark book
Xiaofei1010/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
Xiaofei1010/machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Xiaofei1010/ml-agents
Unity Machine Learning Agents Toolkit
Xiaofei1010/Navigation_DRL
Using Deep Reinforcement Learning to train the robot to pick yellow bananas and avoid blue bananas. Multiple algorithms are used and compared.
Xiaofei1010/nbdev
Create delightful python projects using Jupyter Notebooks
Xiaofei1010/nmt
TensorFlow Neural Machine Translation Tutorial
Xiaofei1010/parsnip
A tidy unified interface to models
Xiaofei1010/pecos
PECOS - Prediction for Enormous and Correlated Spaces
Xiaofei1010/pipeline
PipelineAI: Real-Time Enterprise AI Platform
Xiaofei1010/PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
Xiaofei1010/StudyBook
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Xiaofei1010/Udacity-DeepRL
Contains all 3 projects for Udacity's DeepRL Nanodegree program, packaged and reported upon.
Xiaofei1010/workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
Xiaofei1010/Xiaofei1010
Config files for my GitHub profile.