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clx 22.06.00 (7 Jun 2022)

🐛 Bug Fixes

📖 Documentation

🛠️ Improvements

clx 22.04.00 (6 Apr 2022)

🛠️ Improvements

clx 22.02.00 (2 Feb 2022)

clx 21.12.00 (9 Dec 2021)

🐛 Bug Fixes

🛠️ Improvements

clx 21.10.00 (7 Oct 2021)

🐛 Bug Fixes

🚀 New Features

🛠️ Improvements

clx 21.08.00 (4 Aug 2021)

🐛 Bug Fixes

📖 Documentation

🛠️ Improvements

clx 21.06.00 (9 Jun 2021)

🐛 Bug Fixes

🚀 New Features

🛠️ Improvements

clx 0.19.0 (21 Apr 2021)

🐛 Bug Fixes

📖 Documentation

🚀 New Features

🛠️ Improvements

clx 0.18.0 (24 Feb 2021)

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

clx 0.17.0 (10 Dec 2020)

New Features

  • PR #277 cyBERT class to support DistilBERT and ELECTRA
  • PR #273 FIL streamz notebook
  • PR #281 CLX module for periodicity detection

Improvements

  • PR #248 Fix to cybert streamz to handle larger output messages
  • PR #263 Pin cmake policies to cmake 3.17 version
  • PR #272 CLX Streamz generic structure
  • PR #283 Remove CLX subword tokenizer
  • PR #286 Update to PyTorch 1.7 for CUDA 11 support
  • PR #287 Dockerfile updates
  • PR #292 Phishing detection updates and workflow
  • PR #288 Update network mapping notebooks to download from S3
  • PR #296 cyBERT load model function update

Bug Fixes

  • PR #269 Add cybert class to docs build
  • PR #271 Alert Analysis notebook fix
  • PR #291 DNS Extractor fix
  • PR #294 API doc fixes
  • PR #295 Docs build script fix
  • PR #298 Zeek parser fix

clx 0.16.0 (21 Oct 2020)

New Features

  • PR #208 CLX Supervised Asset Classification
  • PR #265 Add FFT notebook

Improvements

  • PR #233 Removed s3 dependency from dga detection unit-test
  • PR #235 Pre-commit hooks for isort, black and flake8
  • PR #232 Update phishing detection to use cudf subword tokenizer
  • PR #237 Cybert streamz memory optimization
  • PR #238 Deprecate CLX subword tokenizer
  • PR #239 Added cybert streamz log size parameter
  • PR #244 Add cybert dataloader
  • PR #247 Allow CuPy 8.x
  • PR #246 Dockerfile updates
  • PR #262 CLX Streamz Getting Started
  • PR #253 Save clx dga model as dictionary

Bug Fixes

  • PR #231 Fix segmentation fault in cybert notebook
  • PR #229 Fix cybert streamz script
  • PR #236 Fix RAPIDS logo in READMEs
  • PR #240 Fix errors from upstream changes to cuDF DataFrame.drop and RMM
  • PR #241 Fix unit tests after cuDF update
  • PR #242 Pin seqeval to v0.0.12 for cybert example training notebook
  • PR #243 Fix error handling in ci/gpu/build.sh
  • PR #256 Fix missing projects variable from docs build
  • PR #261 Fix incorrect workspace variable in docs build

clx 0.15.0 (26 Aug 2020)

New Features

  • PR #189 Add Cybert class
  • PR #170 Add CLX Code of Conduct
  • PR #176 Add Periodicity Detection Notebook
  • PR #193 AC notebook

Improvements

  • PR #202 Update cybert notebook to use cudf tokenizer
  • PR #174 Install dependencies via meta package
  • PR #175 GPU tokenizer updates
  • PR #181 CLX Query to support dask blazingsql
  • PR #159 Update to PyTorch 1.5
  • PR #191 Update conda upload versions for new supported CUDA/Python
  • PR #203 CLX docker and conda environment updates
  • PR #209 GPU build and Dockerfile update
  • PR #211 PyTorch 1.6 support
  • PR #214 Rename BERT vocab and hash file names for disambiguation
  • PR #215 Update dependencies in gpu build, conda recipe, and dockerfile
  • PR #220 README update

Bug Fixes

  • PR #169 Fix documentation links
  • PR #171 Fix errors from nvstrings removal
  • PR #178 Update local build to use new gpuCI image
  • PR #180 Remove remaining references to nvstrings
  • PR #182 Fix errors from update to cudf's column rename method
  • PR #185 Update gpu build to use latest dask
  • PR #190 Fix issue with incorrect docker image being used in local build script
  • PR #192 Conda build fix
  • PR #197 Fix errors from Python 3.8 conda build and cudf update
  • P# #205 Build and notebook fixes/updates

clx 0.14.0 (03 Jun 2020)

New Features

  • PR #140 Added cybert class and streamz workflow
  • PR #141 CUDA BERT Tokenizer
  • PR #152 Local gpuCI build script
  • PR #133 Phishing detection using BERT

Improvements

  • PR #149 Add Versioneer
  • PR #151 README and CONTRIBUTING updates
  • PR #160 Build script updates
  • PR #167 Add git commit to conda package
  • PR #172 Add docs build script
  • PR #155 Tokenizer rmm integration
  • PR #172 Add docs build script

Bug Fixes

  • PR #150 Fix splunk alert workflow test
  • PR #154 Local gpuCI build fix
  • PR #158 Fix test cases to support latest cudf changes
  • PR #164 GPU build fix

clx 0.13.0 (31 Mar 2020)

New Features

  • PR #130 Example of streamz
  • PR #132 CLX query applications

Improvements

  • PR #103 DGA detector refactor
  • PR #120 Use pytest tmpdir fixtures in unit tests
  • PR #125 Added notebook testing to gpuCI gpu build
  • RR #144 Python refactor

Bug Fixes

  • PR #123 Fix update-version.sh
  • PR #129 Fix alert analysis notebook viz using cuxfilter
  • PR #138 Fix test cases to support latest cudf changes

clx 0.12.0 (04 Feb 2020)

New Features

  • PR #93 Add Bokeh visualization back to Alert Analysis notebook

Improvements

  • PR #88 Documentation updates
  • PR #85 Add codeowners
  • PR #86 Add issue templates
  • PR #87 CLX docker updates
  • PR #95 Download Alert Analysis data from S3
  • PR #101 Refactor DNS & IP code
  • PR #108 JSON read/write support
  • PR #105 Documentation updates to README

Bug Fixes

  • PR #97 Notebook cleanup and gitignore update
  • PR #102 - Fix error from renamed cuxfilter module
  • PR #107 Fixes to workflow notebook
  • PR #109 Fix to cybert notebook
  • PR #117 Fix to dga detector str2ascii

clx 0.11.0 (11 Dec 2019)

New Features

  • PR #74 Updated cyBERT notebook
  • PR #66 CLX Read The Docs
  • PR #64 Added cybert notebook and data
  • PR #54 Added Network Mapping notebook
  • PR #48 Added port heuristic to detect major ports
  • PR #60 Added DGA detection notebook and DNS log parsing notebook
  • PR #76 Added update-version script

Improvements

  • PR #70 Sphinx doc formatting improvements
  • PR #58 Update docker image
  • PR #55 Updates to folder structure
  • PR #52 Include DNS and OSI usage to notebook.
  • PR #49 Parameter pass-through to underlying cudf/dask_cudf
  • PR #47 Update splunk workflow output
  • PR #43 Functionality to parse selected windows events
  • PR #46 Adding copyright
  • PR #53 Autogenerate api docs
  • PR #71 Remove unused CUDA conda labels

Bug Fixes

  • PR #81 Reader filepath fix
  • PR #77 Fix to unit test
  • PR #69 Simple fix to DNS
  • PR #68 Update to Alert Analysis Workflow notebooks
  • PR #67 Fix DNS extra columns
  • PR #50 Workflow IO fix
  • PR #45 More Kafka IO fixes
  • PR #44 Fix Kafka IO
  • PR #42 Include DNS parser in module
  • PR #41 Fix unit test
  • PR #39 Fix gpuCI builds

clx 0.10.0 (Date TBD)

New Features

  • PR #59 Added clx workflow implementation notebooks
  • PR #48 Added port heuristic to detect major ports
  • PR #35 Added readthedocs
  • PR #37 Add pytorch dependency.
  • PR #37 Add DGA detection feature.
  • PR #14 Integrate repo with gpuCI

Improvements

Bug Fixes