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adaptive-graph-diffusion-networks

algorithms

全面的算法代码库

alpaca-rlhf

Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat

arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

capstone-predicting-crime-in-chicago

Capstone Project with General Assembly

cga

Python implementation of Community-based Graph Algorithm for finding top-K nodes with most influences in a graph

cnn_tsc

A CNN for time-series classification

coh

crime-prediction

CS281 Final Project to develop a new ML Model for predicting incidents of crime.

deep-learning-papers-for-fish

a list of pappers in deep learning for new-comes.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

diffuseq

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

final-project

Crime Hotspot Prediction

fractal_wavelets

gensim

Topic Modelling for Humans

gt-holmes

A Python package for detecting crime pattern in Atlanta, GA

hsagn_with_sle

interview-notebook

:books: 技术面试需要掌握的基础知识整理，欢迎编辑~

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

llama-efficient-tuning

Fine-tuning LLaMA with PEFT (PT+SFT+RLHF with QLoRA)

lstm-crf-models

LSTM-CRF models for sequence labeling in text.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

lstm_crf

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

ogbl_vessel_baselines

Simple baselines for ogbl-vessel dataset

passengers_prediction

Predict air passengers with time series methods

predictcode

Standardised implementations of prediction techniques in the literature

predicting_crime_seng474

SENG474 group project

pretrain-gnns

Strategies for Pre-training Graph Neural Networks