50 Commits

This Branch

This Branch

All Branches

Author	SHA1	Message	Date
Marius Ciepluch	918f6a23f3	Docu update, further cuml tests	2024-08-02 14:10:20 +02:00
Marius Ciepluch	8612e58753	added Neural Networks and GPU accelerated AutoML	2024-08-01 19:34:10 +02:00
Marius Ciepluch	f189ee9c96	fixed parquet serialisation with pandas and polars	2024-08-01 10:32:33 +02:00
Marius Ciepluch	c1d2b2fe9c	added dill for model exports	2024-08-01 09:37:57 +02:00
Marius Ciepluch	56adbcb6f4	added better model flows, solved issues w pca and scalers	2024-07-31 19:25:57 +02:00
Marius Ciepluch	6526c0169e	Tpot NN and Supervised model with GP	2024-07-30 13:54:24 +02:00
Marius Ciepluch	e98fe3fd53	auto install rapids for gpu acceleration on tpot-nn	2024-07-30 12:08:23 +02:00
Marius Ciepluch	da85a7f61f	added onnx export lib	2024-07-30 10:26:38 +02:00
Marius Ciepluch	af2a817584	added toc, short documentation and clarified things	2024-07-29 14:52:02 +02:00
Marius Ciepluch	bb2aaf6051	Added Quantile based feature scaler	2024-07-29 14:01:01 +02:00
Marius Ciepluch	8188eafd3c	improved tokenizer and OpenAI cost calc	2024-07-29 13:33:09 +02:00
Marius Ciepluch	31c5d63710	Improved simulator	2024-07-29 10:29:15 +02:00
Marius Ciepluch	a33706beea	Added Pillow to requirements.txt for Simulator	2024-07-28 17:52:16 +02:00
Marius Ciepluch	f61ec1713f	Create requirements.txt for Simulator	2024-07-28 17:42:19 +02:00
Marius Ciepluch	c0370349f0	agentic corpus generator with OpenAI	2024-07-28 11:01:03 +02:00
Marius Ciepluch	eab56947e6	Model comparison (Linformer and LongFormer)	2024-07-26 11:58:00 +02:00
Marius Ciepluch	8b040723b6	added umap learn	2024-07-25 18:00:06 +02:00
Marius Ciepluch	2eaa18d9a1	added tpot deps for auto install	2024-07-25 16:45:57 +02:00
Marius Ciepluch	1207bb2c0e	Adding PyGithub	2024-07-25 15:19:43 +02:00
Marius Ciepluch	922f2dca42	Adding linformer torch ... linformer model	2024-07-25 13:28:22 +02:00
Marius Ciepluch	47693e1f89	Update install.sh	2024-07-24 14:32:40 +02:00
Marius Ciepluch	547931317c	Create requirements.gpu.txt	2024-07-24 14:32:14 +02:00
Marius Ciepluch	3dbba8ca03	Create install.sh	2024-07-24 14:31:22 +02:00
Marius Ciepluch	a944bb1d63	Evil Clippy examples	2024-07-20 20:23:30 +02:00
marius	af9146ba78	sorting of files	2024-06-25 16:48:23 +02:00
marius	2c893ce9a7	Foundation prototype documntation update	2024-06-25 16:44:33 +02:00
marius	b2e55b4774	renamed the chapter	2024-06-24 10:42:20 +02:00
marius	65923acf69	documentation update for TPOT foundations	2024-06-24 10:36:48 +02:00
marius	24886d88e7	Simulator code to auto-accept Excel Macros	2024-06-23 20:07:12 +02:00
marius	2a0ad000ae	automl with tpot example, not commented yet	2024-06-23 20:05:15 +02:00
Marius Ciepluch	17618767d8	Macro template and script result	2024-06-18 17:37:25 +02:00
Marius Ciepluch	af57147743	Create macro.vbs ... A basic Macro	2024-06-18 17:35:58 +02:00
Marius Ciepluch	ee5a76d52f	Create create_macro_xls.ps1 ... Powershell script to create Macro XLS	2024-06-18 17:35:30 +02:00
Marius Ciepluch	8c51f1851c	Initial access sample malware for thesis	2024-06-17 13:01:25 +02:00
Marius Ciepluch	8fb124aa21	Create Readme.md	2024-06-17 12:58:04 +02:00
Marius Ciepluch	aa1c56eeb6	att&ck and dett&ct x-assessment of sysmon config	2024-06-13 11:26:29 +02:00
Marius Ciepluch	fe187e40ed	sorted files to section folder	2024-06-13 11:24:47 +02:00
Marius Ciepluch	e7fb89f018	Sysmon observability setup for lab	2024-06-13 11:21:56 +02:00
Marius Ciepluch	0257992b8d	Added Reduce logic for GCN vector embedding	2024-05-18 19:09:47 +02:00
Marius Ciepluch	da68bc33ba	Prototype Beta, Graph Convolutional Network Embeddings with BERT with Sysmon data	2024-05-18 18:24:24 +02:00
Marius Ciepluch	ac1311744c	Protoype Alpha: direct embedding with BERT, exploration	2024-05-18 16:07:42 +02:00
Marius Ciepluch	90fd503584	Pandas and Polars comparison improved, added Icicle graphs and profile data	2024-05-17 19:29:52 +02:00
Marius Ciepluch	ed923c6920	Pandas and Polars comparison improved, added Icicle graphs and profile data	2024-05-17 19:27:59 +02:00
Marius Ciepluch	def64cb79d	renamed github data manager, cleaned up code	2024-05-16 19:54:15 +02:00
Marius Ciepluch	2dbd19292e	moving tpot test to wismar seminar 2024 folder	2024-05-16 18:23:13 +02:00
Marius Ciepluch	f9cdeb781b	adding versions for polars versus pandas test	2024-05-16 18:21:42 +02:00
Marius Ciepluch	e38d2ab4c8	adding GitHub data release manager prototype	2024-05-16 18:19:20 +02:00
Marius Ciepluch	8cea2d2eb5	Polars vs Pandas for categorical log data, memory footprint analysis	2024-05-15 20:39:45 +02:00
Marius Ciepluch	f33270e60a	Elasticsearch export code	2024-05-06 13:12:58 +02:00
Marius Ciepluch	66e9e67473	Tpot NN Colab test	2024-01-16 13:51:20 +01:00