GStechschulte

import torch
import gpytorch
import numpy as np
import matplotlib.pyplot as plt

torch.manual_seed(42)
np.random.seed(42)

## Simulate hierarchical Data ##

WardBrian

from jax import random, jit
import jax.numpy as jnp
from jax.scipy import stats

from util import ravelize_function, make_log_density

__all__ = ["log_density", "log_density_vec", "init_draw_zero"]


def constrain_parameters(sigma_unc, alpha, beta):

naturale0

"""
Python code to generate M-splines and I-splines.

References
----------
Ramsay, J. O. (1988). Monotone regression splines in action.
Statistical science, 3(4), 425-441.
"""

import numpy as np

ricardoV94

veekaybee

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

bwengals