Commit Graph

51 Commits

Author SHA1 Message Date
Marius Ciepluch
001c431210
Create README.md 2024-08-04 09:24:14 +02:00
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