-
-
Notifications
You must be signed in to change notification settings - Fork 2
Expand file tree
/
Copy pathrequirements.txt
More file actions
83 lines (71 loc) · 3.03 KB
/
Copy pathrequirements.txt
File metadata and controls
83 lines (71 loc) · 3.03 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
# ═══════════════════════════════════════════════════════════════
# AI Incidents in Financial Services — Requirements (Groq Edition)
# Python 3.10+ | PUC-SP | CRISP-DM Project
# ═══════════════════════════════════════════════════════════════
# ----------------------------------------------------------------
# 📦 CORE DATA STACK
# ----------------------------------------------------------------
# Data manipulation and processing
pandas>=2.0.0
numpy>=1.24.0
# ----------------------------------------------------------------
# 📊 DATA VISUALIZATION
# ----------------------------------------------------------------
# Exploratory visualization and analytical dashboards
matplotlib>=3.7.0
seaborn>=0.12.0
plotly>=5.18.0
# ----------------------------------------------------------------
# 📈 STATISTICS & ANALYSIS
# ----------------------------------------------------------------
# Statistical tests and analytical modeling
scipy>=1.11.0
statsmodels>=0.14.6
# ----------------------------------------------------------------
# 🤖 MACHINE LEARNING
# ----------------------------------------------------------------
# Modeling, training, and explainability
scikit-learn>=1.5.0
xgboost>=1.7.0
shap>=0.51.0
joblib>=1.5.3
# ----------------------------------------------------------------
# 📓 NOTEBOOK ENVIRONMENT
# ----------------------------------------------------------------
# Interactive environment for development and experimentation
jupyter>=1.0.0
ipykernel>=6.25.0
ipywidgets>=8.1.8
# ----------------------------------------------------------------
# 🌐 API RESTFUL
# ----------------------------------------------------------------
# Backend for exposing data and models
flask-cors>=6.0.0
flask>=3.1.3
# ----------------------------------------------------------------
# 📊 DASHBOARD
# ----------------------------------------------------------------
# Interactive interface for result visualization
streamlit>=1.57.0
# ----------------------------------------------------------------
# 🔗 INTEGRATION / HTTP
# ----------------------------------------------------------------
# Communication with external APIs
requests>=2.33.1
# ----------------------------------------------------------------
# 🤖 GENERATIVE AI (GROQ)
# ----------------------------------------------------------------
# LLM integration for chatbot / assistant
groq>=0.9.0
# ----------------------------------------------------------------
# 🧰 UTILITIES
# ----------------------------------------------------------------
# Environment setup and date handling
python-dotenv>=1.2.2
python-dateutil>=2.8.2
# ----------------------------------------------------------------
# 🚀 PRODUCTION (OPTIONAL)
# ----------------------------------------------------------------
# Uncomment for production deployment
gunicorn>=26.0.0
pytest>=7.4.0