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autogluon icon autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

autox_cmy icon autox_cmy

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

bayesian-regression-to-predict-bitcoin-price-variations icon bayesian-regression-to-predict-bitcoin-price-variations

predicting the price variations of bitcoin, a virtual cryptographic currency. These predictions could be used as the foundation of a bitcoin trading strategy. To make these predictions, you will have to familiarize yourself with a machine learning technique, Bayesian Regression, and implement this technique in Python

chatbox icon chatbox

the Ultimate Copilot on Your Desktop. Chatbox is a desktop app for GPT-4 / GPT-3.5 (OpenAI API) that supports Windows, Mac & Linux.

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

crnet icon crnet

Channel Reconstruction Network implemented in PyTorch

ddqn_beamselection icon ddqn_beamselection

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepunfolding_wmmse icon deepunfolding_wmmse

This repository contains the entire code for our TWC work "Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems", available at: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9246287 and has been accepted for publication in TWC.

dl-hybrid-precoder icon dl-hybrid-precoder

Source code for paper Deep Learning for Direct Hybrid Precoding in Millimeter Wave Massive MIMO Systems

elegantrl icon elegantrl

Lightweight and scalable deep reinforcement learning using PyTorch. 🔥

gsdc-2021-8--solution icon gsdc-2021-8--solution

Google Smartphone Decimeter Challenge Kaggle项目:谷歌手机定位挑战赛 (60th/810, Top 8%, Bronze medal)

hbf-net icon hbf-net

Simulation code for "Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau, 2020.

hiddenlayer icon hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

honk icon honk

PyTorch reimplementation of Google's TensorFlow CNNs for keyword spotting

hybridprecodingopt icon hybridprecodingopt

Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0

kaggle-crowdflower icon kaggle-crowdflower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

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