RustWeatherML/Cargo.toml at main · SamoraDC/RustWeatherML · GitHub

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
[package]
name = "rust_weather_ml"
version = "0.1.0"
edition = "2021"
authors = ["Your Name <your.email@example.com>"]
description = "A production-grade machine learning system for weather prediction built entirely in Rust"
license = "MIT"
repository = "https://github.com/yourusername/RustForMachineLearning"
keywords = ["machine-learning", "weather", "rust", "prediction"]
categories = ["science", "algorithms"]

[lib]
name = "rust_weather_ml"
path = "src/lib.rs"

[[bin]]
name = "daily_predictions"
path = "src/bin/daily_predictions.rs"

[dependencies]
# ML libraries (smartcore with serde for model serialization)
linfa = "0.7"
linfa-trees = "0.7"
linfa-linear = "0.7"
linfa-logistic = "0.7"
linfa-preprocessing = "0.7"
smartcore = { version = "0.3", features = ["serde"] }

# Model serialization / hashing
bincode = "1.3"
sha2 = "0.10"

# Data handling
polars = { version = "0.46", features = [
    "lazy", "parquet", "csv", "json",
    "dtype-datetime", "dtype-duration",
    "rolling_window", "strings", "temporal",
    "rank", "abs", "log", "trigonometry",
    "round_series", "cum_agg", "is_in"
] }
ndarray = { version = "0.16", features = ["serde"] }
ndarray-stats = "0.6"

# API & serialization
reqwest = { version = "0.12", features = ["json", "blocking"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"

# Utilities
chrono = { version = "0.4", features = ["serde"] }
tokio = { version = "1.0", features = ["full"] }
anyhow = "1.0"
thiserror = "2.0"

# Statistics
statrs = "0.18"

# CLI
clap = { version = "4.0", features = ["derive"] }

# Logging
tracing = "0.1"
tracing-subscriber = "0.3"

[dev-dependencies]
criterion = "0.5"
tempfile = "3.0"

[profile.release]
opt-level = 3
lto = true

[features]
default = []
neural = []  # Enable neural network support with Burn