Trusted-AI/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Language: Python - Size: 6.52 MB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 2,580 - Forks: 875

Trusted-AI/AIX360

Interpretability and explainability of data and machine learning models

Language: Python - Size: 358 MB - Last synced at: about 21 hours ago - Pushed at: 3 months ago - Stars: 1,694 - Forks: 313

primeqa/primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Language: Python - Size: 51 MB - Last synced at: about 23 hours ago - Pushed at: 4 months ago - Stars: 733 - Forks: 57

IBM/FfDL

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Language: Go - Size: 25.5 MB - Last synced at: 6 days ago - Pushed at: 14 days ago - Stars: 692 - Forks: 187

IBM/lale

Library for Semi-Automated Data Science

Language: Python - Size: 40.8 MB - Last synced at: about 15 hours ago - Pushed at: 15 days ago - Stars: 335 - Forks: 80

IBM/regression-transformer

Regression Transformer (2023; Nature Machine Intelligence)

Language: Python - Size: 4.69 MB - Last synced at: about 14 hours ago - Pushed at: 15 days ago - Stars: 156 - Forks: 22

IBM/science-result-extractor 📦

Language: Java - Size: 120 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 91 - Forks: 17

IBM/commonsense-rl 📦

Knowledge-Aware RL agents with Commonsense Reasoning

Language: Inform 7 - Size: 10.7 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 78 - Forks: 22

IBM/nl2ltl

Natural Language (NL) to Linear Temporal Logic (LTL)

Language: Python - Size: 42.7 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 74 - Forks: 10

IBM/quality-controlled-paraphrase-generation

Quality Controlled Paraphrase Generation (ACL 2022)

Language: Python - Size: 23.7 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 8

IBM/ZOO-Attack 📦

Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models,” ACM CCS Workshop on AI-Security, 2017

Language: Python - Size: 155 KB - Last synced at: 15 days ago - Pushed at: almost 6 years ago - Stars: 58 - Forks: 23

IBM/Autozoom-Attack 📦

Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks” ​​​​, published at AAAI 2019

Language: Python - Size: 10.3 MB - Last synced at: 15 days ago - Pushed at: over 5 years ago - Stars: 57 - Forks: 22

IBM/Contrastive-Explanation-Method 📦

Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”

Language: Python - Size: 2.23 MB - Last synced at: 15 days ago - Pushed at: almost 7 years ago - Stars: 54 - Forks: 14

IBM/CLEVER-Robustness-Score 📦

Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018 ​​​​​​​

Language: Python - Size: 142 KB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 52 - Forks: 18

IBM/Image-Captioning-Attack 📦

Codes for reproducing the adversarial attacks on image captioning systems in “Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning,” ACL 2018 ​​​​​​​

Language: Python - Size: 157 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 39 - Forks: 12

IBM/graph_ensemble_learning

Graph Ensemble Learning

Language: Python - Size: 51.8 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 38 - Forks: 8

IBM/CROWN-Robustness-Certification 📦

CROWN: A Neural Network Verification Framework for Networks with General Activation Functions

Language: Python - Size: 54.7 KB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 38 - Forks: 11

IBM/cc-dbp 📦

A dataset for knowledge base population research using Common Crawl and DBpedia.

Language: Java - Size: 3.43 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 19

watson-intu/self

Intu is a Cognitive Embodiment Middleware for AI on the edge.

Language: C++ - Size: 153 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 28 - Forks: 27

IBM/Semantic-Search-for-Sustainable-Development

Semantic Search for Sustainable Development is experimental code for searching documents for text that "semantically" corresponds to any of the UN's Sustainable development goals/targets. For example, it can be used to mine the national development plan documents of a country and identify pieces of text that correspond to any of the SDGs in order to verify alignment of the plan with the SDGs.

Language: Python - Size: 200 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 15

IBM/model-sanitization 📦

Codes for reproducing the results of the paper "Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness" published at ICLR 2020

Language: Python - Size: 78.1 KB - Last synced at: 15 days ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 8

IBM/online-alt-min 📦

Source code for paper Choromanska et al. -- Beyond Backprop: Online Alternating Minimization with Auxiliary Variables -- http://proceedings.mlr.press/v97/choromanska19a.html

Language: Python - Size: 27.3 KB - Last synced at: 15 days ago - Pushed at: over 5 years ago - Stars: 24 - Forks: 16

tomsercu/FisherGAN

Code accompanying the paper Fisher GAN: https://arxiv.org/abs/1705.09675

Language: Python - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 23 - Forks: 8

IBM/EAD-Attack 📦

Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” AAAI 2018

Language: Python - Size: 26 MB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 16

HumanBehaviourChangeProject/Info-extract

Repository of the HBCP project.

Language: Java - Size: 200 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 18 - Forks: 5

IBM/SIC 📦

Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019

Language: Python - Size: 9.5 MB - Last synced at: 15 days ago - Pushed at: 11 months ago - Stars: 14 - Forks: 12

IBM/bridging-resolution

Language: Python - Size: 10.9 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 7

IBM/mixed-migration-forecasting

Forecasting mixed migration for the Danish Refugee Council.

Language: Jupyter Notebook - Size: 34.5 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 15

IBM/sensitive-subspace-robustness 📦

Language: Jupyter Notebook - Size: 299 KB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 16

tomsercu/SobolevGAN-SSL

Code accompanying the paper Sobolev GAN https://arxiv.org/abs/1711.04894

Language: Python - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 12 - Forks: 2

IBM/ImageNet-Robustness 📦

Codes for reproducing robustness-accuracy analysis in "Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models", ECCV 2018

Language: Python - Size: 41 KB - Last synced at: 15 days ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 5

IBM/Parameter-Seed-Set

Planning tasks succinctly represent labeled transition systems, with each ground action corresponding to a label. This granularity, however, is not necessary for solving planning tasks and can be harmful, especially for model-free methods. In this work, we propose automatic approach to reduce the label sets for planning domains.

Language: PDDL - Size: 3.72 MB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

IBM/domain-adaptive-attribution-robustness

code repo associated to the ACL 2023 paper "DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications"

Language: Python - Size: 46.9 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

kushalchauhan98/ticket-segmentation

Data for the ACL 2020 paper - Improving Segmentation for Technical Support Problems

Size: 1.22 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 2

IBM/IBM-Extended-Markov-Ratio-Decision-Process

This repo includes code referenced in the paper A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning by Alexander Zadorojniy, Takayuki Osogami, and Orit Davidovich to appear in IJCAI 2023.

Language: Jupyter Notebook - Size: 905 KB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 0

IBM/doframework

A Testing Framework for Decision-Optimization Model Learning Algorithms

Language: Jupyter Notebook - Size: 3.16 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

IBM/skills-for-planning

Reinforcement learning project that investigates different methods of learning skills that are beneficial for decision making

Language: Python - Size: 64.5 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 6

IBM/kg-goal-oriented-dialog 📦

This code is written in Python and implements a goal-oriented dialog system which takes as input a conversation history as well as the underlying database, and predicts the best next utterance.

Language: Python - Size: 63.5 KB - Last synced at: 15 days ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 7

francoisluus/tensorboard-supervise Fork of tensorflow/tensorboard

TensorFlow's Visualization Toolkit

Language: Python - Size: 74.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

ai-library-examples/aix4industries

AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases

Language: TeX - Size: 6.27 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

IBM/TracInF 📦

this is the code for the paper "On Sample Based Explanation Methods for NLP: Efficiency, Faithfulness, and Semantic Evaluation

Language: Python - Size: 1.28 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

samarth-b/skycamIrr

A deep learning approach to solar-irradiance forecasting in sky-videos

Size: 25.9 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0