madquirk-hash's repositories
appjsonify
A handy PDF-to-JSON conversion tool for academic papers implemented in Python.
AutoDL
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
bayesian-variable-selection-1
Report made for the MSc course in Bayesian Statistics at Bocconi University
bert_score
BERT score for text generation
Causal-Recommender-Systems
An index of causal inference based recommendation algorithms.
derivingStructuredInsightsFromSustainabilityReportsViaLargeLanguageModels
Supplementary material document
EliteQuant
A list of online resources for quantitative modeling, trading, portfolio management
emnlp19-moverscore
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance
FeatBoost
Boosted Iterative Input Selection
GENDIS
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
Group-wise-Reinforcement-Feature-Generation-for-Optimal-and-Explainable-Representation-Space-Reconst
code for SIGKDD 2022 paper : Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction
Intelligent-Quantitative-Trading
Contains detailed and extensive notes on quantitative trading, leveraging NLP for finance, backtesting, alpha factor research, portfolio management and optimization.
intelligent-trading-bot
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
lost-in-the-middle
Code and data for "Lost in the Middle: How Language Models Use Long Contexts"
LSTM-MultiStep-Forecasting
Implementation of Electric Load Forecasting Based on LSTM (BiLSTM). Including direct-multi-output forecasting, single-step-scrolling forecasting, multi-model-single-step forecasting, multi-model-scrolling forecasting, and seq2seq forecasting.
mead-baseline
Deep-Learning Model Exploration and Development for NLP
PIML
The official PyTorch implementation of "Physics-infused Machine Learning for Crowd Simulation" (KDD'22)
RBAA
Regime Based Asset Allocation with MPT, Random Forest and Bayesian Inference
REALSumm
REALSumm: Re-evaluating Evaluation in Text Summarization
ReplicationCrisis
Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2022)
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
SIGIR21-SURGE
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
SPLConqueror
SPL Conqueror is a library to learn the influence of configuration options of configurable software systems on non-functional properties.
SummEval
Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper