wallace-163's repositories
ETDataset
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
numpy-ml
Machine learning, in numpy
DeepFM_with_PyTorch
A PyTorch implementation of DeepFM for CTR prediction problem.
tft-speedup
Speeding up Google's Temporal Fusion Transformer
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
JLBoost.jl
A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms
XGBoost-From-Scratch
This repo contains a few tree based boosting algorithms implemented in python from scratch. This code relates to a medium.com article which I wrote explaining my journey to understanding how XGBoost works under the hood
Time-series-prediction
A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats
YouTubeLI
Github repo to upload demo files of youtube videos and linkedin
pyspark-examples
Pyspark RDD, DataFrame and Dataset Examples in Python language
thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
Simple-Implementation-of-ML-Algorithms
My simplest implementations of common ML algorithms
DeepCTR-pytorch
Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.
da-rnn
Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction
AI
Microsoft AI
ALNS
Adaptive large neighbourhood search in Python.
End-to-End-Time-Series
This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK
stackoverflow-top-cpp
stackoverflow 上对 C/C++ 问题的整理、总结和翻译。
leetcode-master
LeetCode 刷题攻略：配思维导图，100+经典算法题目刷题顺序、经典算法模板、共40w字的详细图解，以及难点视频题解。按照刷题攻略上的顺序来刷题，让你在算法学习上不再迷茫！🔥🔥给个star支持一下吧！🚀
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
LSTM-time-series-forecasting
Predicting the behavior of $BTC-USD by training a memory-based neural net on historical data
HandsOn-Unsupervised-Learning-with-Python
HandsOn-Unsupervised-Learning-with-Python, Published by Packt
decision-tree-cart
Simple implementation of CART algorithm to train decision trees