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predict_bad_loans

The greatest challenge in machine learning is to employ the best models and algorithms to accurately predict the probability of loan default in making the best financial decisions by both investors and borrowers. H2O’s AutoML, an easy-to-use interface for advanced users, automates the machine learning workflow including training a large set of models.

prepare_dataset_challenge

This is the code for"The best way to prepare a dataset easily " by @Sirajology on Youtube

presentations

Public Presentations

presumm

Code for AINL 2020 paper Advances of Transformer-Based Models for News Headline Generation

procgen

Procgen Benchmark: Procedurally Generated Game-Like RL Environments

production-data-science

Workflow for collaborative data science aimed at production

programming-collective-intelligence

Examples from Programming Collective Intelligence

programming-language-translator

An easy way to use the released TransCoder by Facebook AI Research to convert code from one programming language to another using unsupervised neural machine translation (NMT) systems that use deep-learning to translate text from one natural language to another and is trained only on monolingual source data.

progressive_gans

This is the code for "Generative Artificial Intelligence" By Siraj Raval on Youtube

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

proof_of_existence_demo

This is the code for "What is a Blockchain Smart Contract?" by Siraj Raval on Youtube

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

prosr

Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"

prottrans

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

proximal_policy_optimization

This is the code for "War Robots" by Siraj Raval on Youtube

proxy-bias-vignette

Ethical Machine Learning: a vignette describing how to spot and prevent proxy bias.

pseudogen

A tool to automatically generate pseudo-code from source code.

psweight

publication_fingerprint

Contains code for "“Comparative analysis of molecular fingerprint generation methods in drug synergy and sensitivity prediction"

publications

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

purchasing-intention-prediction

The project includes predicting whether or not a visitor will shop.

pwc

Papers with code. Sorted by stars. Updated weekly.

py-causal

pyaixi

pybdm

Repository for numerical approximations to algorithmic probability and thus algorithmic complexity.

pycausality

Calculate predictive causality between time series using information-theoretic techniques

pycm

Multi-class confusion matrix library in Python

pycman-release

Release of the pycman AI algorithm library. Makes testing your algorithms in OpenAI Gym much easier.

pycon-ds-2018

Introduction to Python for Data Science for PyCon 2018