v21.10.00

🐛 Bug Fixes

• Fix binary sequence classifier tokenizer initialization (#452) @efajardo-nv

🚀 New Features

• DGA extended sequence handling (#449) @bsuryadevara

🛠️ Improvements

• Fix Forward-Merge Conflicts (#450) @ajschmidt8
• support space in workspace (#383) @jolorunyomi

v21.08.00

🐛 Bug Fixes

• Fix filter function in periodicity detection (#440) @efajardo-nv
• Update conda development environment (#428) @efajardo-nv

📖 Documentation

• Update README getting started code (#433) @efajardo-nv

🛠️ Improvements

• variable fix so that accuracy_score doesn't throw an error (#438) @taureandyernv
• Update conda environment name for CI (#436) @ajschmidt8
• Drop flatbuffers install (#434) @jakirkham
• Update README instructions to include stable version (#432) @efajardo-nv
• Update notebooks to use the new Tokenizer (#430) @VibhuJawa
• Update sphinx config (#427) @ajschmidt8
• Fix syntax highlighting in README (#425) @garethsb
• Fix 21.08 forward-merge conflicts (#424) @ajschmidt8
• Use cupy.ndarray in docstrings (#410) @jakirkham
• Fix merge conflicts in #408 (#409) @ajschmidt8
• Added custreamz and cugraph integration demo (#405) @shaneding
• Fix merge conflicts (#404) @ajschmidt8
• change pretrained model (#387) @gbatmaz

v21.06.00

🐛 Bug Fixes

• Update cuml imports (#407) @efajardo-nv

🚀 New Features

• REVIEW: ABP notebook Training+Inference (#398) @gbatmaz

🛠️ Improvements

• Update conda dev environments (#406) @efajardo-nv
• Update CHANGELOG.md links for calver (#402) @ajschmidt8
• Update docs build script (#401) @ajschmidt8

v0.19.0

🐛 Bug Fixes

• Update Network Mapping notebook to skip Louvain on Pascal (#362) @efajardo-nv
• Network mapping notebook fix (#360) @efajardo-nv

📖 Documentation

• Readme updates (#373) @msadang

🚀 New Features

• add pii training notebook (#375) @raykallen
• Add IDS (malware detection) usecase example using Loda. (#369) @tzemicheal
• anomaly detection dbscan (#357) @brhodes10
• Dataset binary and frequency features (#347) @brhodes10

🛠️ Improvements

• Update Changelog Link (#371) @ajschmidt8
• Update sequence classifier data loader (#370) @efajardo-nv
• Add checkpoint support to sequence classifier (#368) @efajardo-nv
• Prepare Changelog for Automation (#367) @ajschmidt8
• Remove deprecated phishing detection module (#366) @efajardo-nv
• Branch 0.19 merge 0.18 (#365) @efajardo-nv
• Documentation fixes for EDA and Features modules (#364) @brhodes10
• Fix merge conflicts in #339 (#340) @ajschmidt8

v0.18.0

Bug Fixes 🐛

• Fix Kafka download in CLX Streamz Docker image (#349) @efajardo-nv
• Fix PageRank in Network Mapping notebook (#342) @efajardo-nv
• Port heuristic update (#336) @efajardo-nv
• Fix pytorch version in conda recipe (#321) @efajardo-nv
• Pin to PyTorch 1.7.0 (#320) @efajardo-nv

Documentation 📖

• OSI Docs (#331) @bsuryadevara
• README updates (#326) @efajardo-nv

New Features 🚀

• CLX Module for LODA Anomaly Detection (#335) @efajardo-nv
• SlashNext API Integration (#328) @bsuryadevara
• Loda algorithm for anomaly detection and explanation. (#325) @tzemicheal
• Exploratory Data Analysis Summary Stats (#324) @brhodes10
• Auto-label PRs based on their content (#318) @jolorunyomi
• Add xgboost training example (#313) @raykallen

Improvements 🛠️

• Update stale GHA with exemptions & new labels (#353) @mike-wendt
• Add GHA to mark issues/prs as stale/rotten (#351) @Ethyling
• Update to PyTorch 1.7.1 (#343) @efajardo-nv
• Prepare Changelog for Automation (#337) @ajschmidt8
• Add PyTorch DataParallel to cyBERT (#327) @efajardo-nv
• Update to HuggingFace Transformers v4 (#322) @efajardo-nv
• Adding Predictive Maintenance & Root Cause Analysis Notebook (#317) @gbatmaz
• Fix DGA Detection Notebook and DetectorDataset Memory Errors (#315) @bsuryadevara
• Update CLX Streamz workflow to simplify new workflow implementation (#308) @bsuryadevara
• Update to FIL Streamz example notebook (#307) @brhodes10
• CLX sequence classifier (#303) @efajardo-nv
• gpuCI Scripts Update (#276) @dillon-cullinan

v0.17.0

v0.17.0 Release

v0.16.0

v0.16.0 Release

v0.15.0

v0.15.0 Release

v0.2.0

minor release v0.2.0

v0.1.0

minor release v0.1.0